{"as_of":"2026-08-14T14:32:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1835aa6e41c47f94c1c823130cf9e66fb23a4d7755f135bef219164e8375b0a9","coverage":[{"denominator":65,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":65,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T19:26:18.308109Z","state":"measured"},{"denominator":66,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":66,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-13T11:01:35.324580Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.05601","snapshot_observed_at":"2026-07-13T11:01:35.324580Z","title":"Re- thinking layered graphic design generation with a top-down approach","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2604.04192","last_updated":"2026-04-07T16:58:37Z","snapshot_observed_at":"2026-08-13T05:13:04.666226Z","submitted_at":"2026-04-05T17:20:08Z","title":"Graphic-Design-Bench: A Comprehensive Benchmark for Evaluating AI on Graphic Design Tasks","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-13T11:01:35.324580Z"},"links":{"cited_paper":"/paper/2507.05601","citing_paper":"/paper/2604.04192"},"observation_digest":"sha256:b6f07e29c3e0c8b8ebbc56cbccc5c9dcdc27cf420f0549d7aa542397e7d0afd8","observation_id":"c9510cb2-b8d9-4356-84a6-c03e243f689b","resolution":{"observed_at":"2026-07-13T11:01:35.324580Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2507.05601/citation-record","integrity":"/paper/2507.05601/integrity","json":"/paper/2507.05601/citation-record.json","paper":"/paper/2507.05601"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.729256Z","title":"Docsynth: a layout guided approach for controllable docu- ment image synthesis","venue":null,"work_id":"241dfcf7-ac75-4023-902b-1c836d2a857a","year":2021},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.924216Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:34c2303873c87d2725b21dc54cfe37a4b24c36a9a729b4b3c5150e149292051f","observation_id":"e08ca519-ed03-4a30-b9c9-822cd9f0f535","resolution":{"observed_at":"2026-08-06T19:26:19.735335Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.08354","last_updated":"2024-06-12T16:00:16Z","snapshot_observed_at":"2026-08-12T23:44:24.492251Z","submitted_at":"2024-06-12T16:00:16Z","title":"DocSynthv2: A Practical Autoregressive Modeling for Document Generation","version":1},"cited_work":{"arxiv_id":"2406.08354","doi":null,"metadata_source":"pith","pith_arxiv_id":"2406.08354","snapshot_observed_at":"2026-08-06T19:26:18.865523Z","title":"DocSynthv2: A Practical Autoregressive Modeling for Document Generation","venue":"cs.CV","work_id":"4739f212-8bde-4b2e-8820-6dc68d8d75c0","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.929586Z"},"links":{"cited_paper":"/paper/2406.08354","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:b17f6c2441e32958483e24f9cb841b2f55c6eb997b3306b29543d0056d5de7e2","observation_id":"c9903631-1085-480d-b8dc-f394e42b647f","resolution":{"observed_at":"2026-08-06T19:26:18.871889Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.706931Z","title":"Link: https://www.canva.com/magic-write/, 2024","venue":null,"work_id":"7f8640f0-4aca-471b-8306-50fc351cbbc6","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.934787Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:db31af871e9790cd32572282dfaf04db938807fbb8cdc437c567c8e741b90474","observation_id":"7af29048-411a-456a-b75e-cfba7fe96c20","resolution":{"observed_at":"2026-08-06T19:26:19.713648Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.689026Z","title":"Two-stage content-aware layout generation for poster designs","venue":null,"work_id":"312a9550-7b96-41e5-ac97-082434501f8b","year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.940533Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:8d9865b10ff362a5c90d64bc47870a30bb006e188055f7893fd23cb6cdbda8a9","observation_id":"5c62953e-0475-4091-8112-51d18ee71c7d","resolution":{"observed_at":"2026-08-06T19:26:19.694556Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.669902Z","title":"Posta: A go-to framework for customized artistic poster gen- eration","venue":null,"work_id":"c59d3403-f10a-4ca0-9891-fa30c93d041e","year":2025},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.945789Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:5146216984783640e8c838c1d7eb7f6828f2687e83d9ec104d53dcb42a4d6647","observation_id":"858f803b-bdb5-4d04-af6d-b6ee629a777a","resolution":{"observed_at":"2026-08-06T19:26:19.675998Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.650501Z","title":"Textdiffuser: Diffusion models as text painters","venue":null,"work_id":"a3ba62c7-3c6a-4418-8db1-84c8c2f65283","year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.951493Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:9dc3541263d70482439cac2f1357ce704bdeff7a18265c1f04a8aa90ffd95529","observation_id":"864d6850-f1bf-4888-9f71-188ebc80721b","resolution":{"observed_at":"2026-08-06T19:26:19.656800Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.630034Z","title":"Textdiffuser-2: Unleashing the power of language models for text rendering","venue":null,"work_id":"724b9369-1b6d-4585-91cd-1d5504d40d66","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.956437Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:c8062bab3d79d4617b35d8b9502cef6bee4ea175ec1bffd364f98bded4135216","observation_id":"2554a2d9-a836-451b-b584-fecc34124a6e","resolution":{"observed_at":"2026-08-06T19:26:19.636198Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.604181Z","title":"Pixart-alpha: Fast training of diffusion transformer for photorealistic text-to-image synthesis","venue":null,"work_id":"197a383b-574b-4cab-8ec0-d48a249187f4","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.962697Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:0b8e485e68c6ff7d815decfb20bcdb38d744aab1d26d223a77a8ef0686afb0e3","observation_id":"c6f37ce2-392e-4d7c-b7ef-5a0432866b8c","resolution":{"observed_at":"2026-08-06T19:26:19.612850Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.10741","last_updated":"2025-06-12T14:28:12Z","snapshot_observed_at":"2026-08-13T05:48:38.896373Z","submitted_at":"2025-06-12T14:28:12Z","title":"PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.10741","snapshot_observed_at":"2026-08-06T19:26:17.967430Z","title":"Postercraft: Rethinking high-quality aesthetic poster generation in a unified framework","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.967430Z"},"links":{"cited_paper":"/paper/2506.10741","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:7322a7c827982e3ed6cb8e697065caa56792b5b4ca8dec8e8e834eef676f4e85","observation_id":"51f9adfe-3130-450e-a8d7-4499886435f3","resolution":{"observed_at":"2026-08-06T19:26:17.967430Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.14368","last_updated":"2024-04-22T17:20:38Z","snapshot_observed_at":"2026-08-13T00:24:28.233767Z","submitted_at":"2024-04-22T17:20:38Z","title":"Graphic Design with Large Multimodal Model","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.14368","snapshot_observed_at":"2026-08-06T19:26:17.972489Z","title":"Graphic design with large multimodal model","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.972489Z"},"links":{"cited_paper":"/paper/2404.14368","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:2f164933ff1e65874bf10886084e84d475aa211f03ef08fa4fa31479753d45e7","observation_id":"74b53744-9a55-4bc8-8986-ebfd096330f2","resolution":{"observed_at":"2026-08-06T19:26:17.972489Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.582550Z","title":"Icdar2019 robust reading chal- lenge on arbitrary-shaped text-rrc-art","venue":null,"work_id":"59bc4799-310d-415b-8a09-e14dcd8734bb","year":2019},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.977978Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:b3b11a3ea4cd7c3823ae9fa475eef68f1dc0ef6b6c4493c7d6ce088dfd428050","observation_id":"0fb828b3-2092-41b2-b8d3-e21edabbbf48","resolution":{"observed_at":"2026-08-06T19:26:19.589541Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2206.00169","last_updated":"2022-06-01T01:14:48Z","snapshot_observed_at":"2026-08-13T15:32:44.586648Z","submitted_at":"2022-06-01T01:14:48Z","title":"Discovering the Hidden Vocabulary of DALLE-2","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2206.00169","snapshot_observed_at":"2026-08-06T19:26:17.983554Z","title":"Discover- ing the hidden vocabulary of dalle-2","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.983554Z"},"links":{"cited_paper":"/paper/2206.00169","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:2aa3d760b399d270165ea1948a38f4ca5669bde011ea0b6ee66e04a955b876c3","observation_id":"d53210b8-6b0b-4e76-9774-8c9c25b95a34","resolution":{"observed_at":"2026-08-06T19:26:17.983554Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.552948Z","title":"Scaling recti- fied flow transformers for high-resolution image synthesis","venue":null,"work_id":"dc5aac05-5088-4ab0-8b36-4357a75e3f09","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.988911Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:9a6fe528a1dfdc0b13fefc29f54d905c52ae6a16688774355cfc55e96dcd19a9","observation_id":"0d569ea9-6a80-484c-bc65-8bed87528836","resolution":{"observed_at":"2026-08-06T19:26:19.561305Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.532710Z","title":"Link: https://blackforestlabs.ai/#get-flux, 2024","venue":null,"work_id":"2911118a-b5e1-44af-8254-343a2c6fa782","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:17.994828Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:e3d68b08036815724244424d856f8379c9935ba8c13074e1db28aa5dff3913ef","observation_id":"18d9cdda-1067-4f41-9314-2041b93478f9","resolution":{"observed_at":"2026-08-06T19:26:19.539940Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.513705Z","title":"Textpainter: Multi- modal text image generation with visual-harmony and text- comprehension for poster design","venue":null,"work_id":"a3fbcefa-b7d4-4d1f-95b4-49742c02996b","year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.001480Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:988d5101bac39b695c4300d1c6968e896c8acf3afd918c6cdddedd8280a81f7d","observation_id":"76523da6-7da8-4e1f-9dd2-66ba70b0411b","resolution":{"observed_at":"2026-08-06T19:26:19.519696Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:18.007711Z","title":"Layout- transformer: Layout generation and completion with self- attention","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.007711Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:6e197d8f1eaa6e1b22b3b21b046b3e4176f97e43eb002cf2843336d9b6046d11","observation_id":"f00ab82b-4270-4e0c-8596-77b6ce582551","resolution":{"observed_at":"2026-08-06T19:26:18.007711Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.19334","last_updated":"2024-06-09T11:34:12Z","snapshot_observed_at":"2026-08-14T09:42:03.456751Z","submitted_at":"2024-05-29T17:59:20Z","title":"LLMs Meet Multimodal Generation and Editing: A Survey","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.19334","snapshot_observed_at":"2026-08-06T19:26:18.014630Z","title":"Llms meet multimodal genera- tion and editing: A survey.arXiv preprint arXiv:2405.19334,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.014630Z"},"links":{"cited_paper":"/paper/2405.19334","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:68b50b10c5a8ce04f5a6850bc928d117e944eedb19c49f211aaeb721680f12ca","observation_id":"9ac7c98b-ab91-4129-ba9d-30a7e8bbde37","resolution":{"observed_at":"2026-08-06T19:26:18.014630Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.482987Z","title":"Prompt-to-prompt image editing with cross attention control","venue":null,"work_id":"59381652-0231-4f86-abe4-fd1314b9d2ab","year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.021645Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:e565bc245a0d42c57dee96db8ed240ca9fcbb22dc061feb53ddadfc48144e8a6","observation_id":"22749525-00e3-4a17-bbde-e7556f4067e1","resolution":{"observed_at":"2026-08-06T19:26:19.488343Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:18.026973Z","title":"Retrieval-augmented layout transformer for content-aware layout generation","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.026973Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:0be31eb9a0f0ab87e06db5dc59a6a098b5e85866f2a7786ed9588b9a406dd726","observation_id":"06791204-0507-419e-b686-25add382fce1","resolution":{"observed_at":"2026-08-06T19:26:18.026973Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.450332Z","title":"Posterlayout: A new benchmark and ap- proach for content-aware visual-textual presentation layout","venue":null,"work_id":"32da0222-14a4-466f-85a9-93a53b84c7c7","year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.033475Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:fea6da551593e9f554d7a916df3f8bcc01da70b9b0a5f082985cb1b3c29bbbbc","observation_id":"b954de5d-5b12-4f66-8c37-f397ddd7392a","resolution":{"observed_at":"2026-08-06T19:26:19.456449Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:18.039112Z","title":"Lora: Low-rank adaptation of large language models","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.039112Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:aa4a0ec10f9c70c72e73c78130da10a28dcab168316e1413817d58e360873901","observation_id":"ca5bf0dc-65d3-423b-b850-59d84df28d91","resolution":{"observed_at":"2026-08-06T19:26:18.039112Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:18.045842Z","title":"Towards flexible multi-modal document models","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.045842Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:2cdbb62d3e23482d4cbc002be4621835f71ca7b0ccf74a1c462cb673323c9db1","observation_id":"85738b43-3fc1-4806-9c2f-319154a0cf24","resolution":{"observed_at":"2026-08-06T19:26:18.045842Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.08232","last_updated":"2024-06-12T14:00:07Z","snapshot_observed_at":"2026-08-12T23:44:32.829781Z","submitted_at":"2024-06-12T14:00:07Z","title":"OpenCOLE: Towards Reproducible Automatic Graphic Design Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.08232","snapshot_observed_at":"2026-08-06T19:26:18.052390Z","title":"Opencole: Towards reproducible automatic graphic design generation","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.052390Z"},"links":{"cited_paper":"/paper/2406.08232","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:94d2ede76b85b850493a9aa87b3002c0bcb17e8265f8a61cdc317d87855520cc","observation_id":"bb6c719e-7bf0-40ee-b4b3-c03adf263b35","resolution":{"observed_at":"2026-08-06T19:26:18.052390Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.405302Z","title":"Improving diffusion models for scene text editing with dual encoders","venue":null,"work_id":"806de558-5ed9-4d70-b917-0244dbab6c3f","year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.058400Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:35b2472e30a77277db695d9a2426d9f0fbe3a2d73171e58d0c34265865f5a720","observation_id":"5adc3b6d-d22d-4593-85bb-67dcbe5f7dac","resolution":{"observed_at":"2026-08-06T19:26:19.411061Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2311.16974","last_updated":"2024-03-18T21:43:20Z","snapshot_observed_at":"2026-08-13T05:15:12.217982Z","submitted_at":"2023-11-28T17:22:17Z","title":"COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.16974","snapshot_observed_at":"2026-08-06T19:26:18.064140Z","title":"Cole: A hierarchical generation frame- work for graphic design","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.064140Z"},"links":{"cited_paper":"/paper/2311.16974","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:06bd879293a77bef1bc5d9347cd34bdd98f78c2d5db0cd661b37e86591b4ae0d","observation_id":"984f735c-b728-4e62-b629-bbb04b4682fd","resolution":{"observed_at":"2026-08-06T19:26:18.064140Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.14487","last_updated":"2024-03-21T15:35:42Z","snapshot_observed_at":"2026-08-13T00:48:35.488852Z","submitted_at":"2024-03-21T15:35:42Z","title":"DesignEdit: Multi-Layered Latent Decomposition and Fusion for Unified & Accurate Image Editing","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.14487","snapshot_observed_at":"2026-08-06T19:26:18.070896Z","title":"Designedit: Multi- layered latent decomposition and fusion for unified & accu- rate image editing","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.070896Z"},"links":{"cited_paper":"/paper/2403.14487","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:51785ec2836cd97f0caf16161a8c784e83658d0a034ca24a2dd83572dd09c563","observation_id":"5147524c-0842-4f42-b7e9-0cd2bc61fd4d","resolution":{"observed_at":"2026-08-06T19:26:18.070896Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.384381Z","title":"Coarse-to-fine generative modeling for graphic layouts","venue":null,"work_id":"28e8515c-ee7f-4dde-a924-4c0e8e64dffd","year":2022},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.076266Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:6f3f80bcf92dfd624123b675069d5d2f5bb21f6b5ec5178c112e22fd950102c6","observation_id":"d45b4e8f-419e-42b8-a3bd-f477c0bec3aa","resolution":{"observed_at":"2026-08-06T19:26:19.390523Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.366260Z","title":"Layoutvae: Stochastic scene layout gen- eration from a label set","venue":null,"work_id":"121fe226-2089-4eeb-a792-5a31a46add50","year":2019},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.081528Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:7da15a30a91fee12618d9e6f037a3e45a930a2346b5e309b21982825b306fb2e","observation_id":"eac122e3-6625-4238-b310-b54d7caa3d8e","resolution":{"observed_at":"2026-08-06T19:26:19.372077Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:18.086320Z","title":"Multimodal markup docu- ment models for graphic design completion","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.086320Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:697aab576d600532897b98ea1f11c8ca54fa26a480b63cc744b9dc9114521bf3","observation_id":"49358588-58dc-4bd3-97e9-1da9db857760","resolution":{"observed_at":"2026-08-06T19:26:18.086320Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.349420Z","title":"Segment any- thing","venue":null,"work_id":"94c3a806-3e77-40d2-89fb-6b39e1fef670","year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.091214Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:6c5d9942723644cf25be36f7bcb205550c805d165cf79e3a291ee08992b3ed36","observation_id":"eb4dea7b-e227-4c84-8aa3-bf43fd23f045","resolution":{"observed_at":"2026-08-06T19:26:19.355141Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:18.096470Z","title":"Flux-text: A simple and advanced diffusion transformer baseline for scene text editing","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.096470Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:4174b8b93f5c816c5563e4fbffc39ca7917c05035f5b0ed27b754732331c607c","observation_id":"780405d8-dad2-4fb5-8a72-b363f057455f","resolution":{"observed_at":"2026-08-06T19:26:18.096470Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.329892Z","title":"Har- monious textual layout generation over natural images via deep aesthetics learning","venue":null,"work_id":"6c5c35f5-b788-483d-a130-108397680b71","year":2021},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.102274Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:3a9871116df0ba30e71882c591db0fc560854afaf1ae396d2cacce0c8fbfa8af","observation_id":"ee25fa56-6b9c-44da-a1ed-a1dbb36ba674","resolution":{"observed_at":"2026-08-06T19:26:19.336434Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.312123Z","title":"Layoutgan: Generating graphic layouts with wireframe discriminators","venue":null,"work_id":"ea2ad369-1813-4864-a618-f4717c37e9c1","year":2019},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.108303Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:e1d8b7d2b880291317cfba0d84ad776df63f1ad81aecc3753f87178bd532dc5e","observation_id":"7497e8a6-b007-4a76-a1ee-285bb593e183","resolution":{"observed_at":"2026-08-06T19:26:19.317448Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2312.08822","last_updated":"2024-09-03T07:42:44Z","snapshot_observed_at":"2026-08-14T09:35:05.243452Z","submitted_at":"2023-12-14T11:11:50Z","title":"Planning and Rendering: Towards Product Poster Generation with Diffusion Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.08822","snapshot_observed_at":"2026-08-06T19:26:18.113588Z","title":"Planning and rendering: Towards end-to-end product poster generation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.113588Z"},"links":{"cited_paper":"/paper/2312.08822","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:59e021523c0b8a03774d6fcf5a526925579b83c98e9f41901c66264e276c6dfe","observation_id":"b5d1179f-08a7-45b5-ae8e-60425f4a7865","resolution":{"observed_at":"2026-08-06T19:26:18.113588Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.11824","last_updated":"2025-05-13T15:33:49Z","snapshot_observed_at":"2026-08-13T00:27:46.820615Z","submitted_at":"2024-04-18T01:10:24Z","title":"TextCenGen: Attention-Guided Text-Centric Background Adaptation for Text-to-Image Generation","version":5},"cited_work":{"arxiv_id":"2404.11824","doi":null,"metadata_source":"pith","pith_arxiv_id":"2404.11824","snapshot_observed_at":"2026-08-06T19:26:18.523983Z","title":"TextCenGen: Attention-Guided Text-Centric Background Adaptation for Text-to-Image Generation","venue":"cs.CV","work_id":"04b63970-da59-4d02-b14e-4879945f2f2d","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.120053Z"},"links":{"cited_paper":"/paper/2404.11824","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:323bbb1231488905488a1a6a8e75b8ccbc0265f227e8320bdfcdce99b3236417","observation_id":"708933e0-bd10-48dc-9259-523266926138","resolution":{"observed_at":"2026-08-06T19:26:18.533064Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.293325Z","title":"Autoposter: A highly automatic and content-aware design system for ad- vertising poster generation","venue":null,"work_id":"1c7c75e2-9c74-4836-be5a-5868d7314e49","year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.126915Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:9ab08f56b51d291dcaebe1a6dfbfa950d22b3ca08cda2746ae00ae5462c7f4c7","observation_id":"b3ea9865-4573-4005-8cd7-1c84fb871843","resolution":{"observed_at":"2026-08-06T19:26:19.299866Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.272030Z","title":"Visual instruction tuning","venue":null,"work_id":"5ffa65d5-1de1-40c0-85bc-cca188c57ea7","year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.133241Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:73c37e9a49037103e86cc2f493dd43244029734a89baa9804028fde231440edf","observation_id":"5170bb46-eee1-4805-972e-97526e705d59","resolution":{"observed_at":"2026-08-06T19:26:19.279757Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.253157Z","title":"Glyph-byt5: A customized text encoder for accurate visual text rendering","venue":null,"work_id":"8c5f22cb-6ee6-4c6b-bad4-2faabbc41195","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.139242Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:b1ce8fdb092b2c40c2a8bd0c20634a389d1c3f25b31c8b903b93637e2543d51d","observation_id":"c793a685-a8ac-4c5d-b184-5ca410bb7a60","resolution":{"observed_at":"2026-08-06T19:26:19.259117Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.10208","last_updated":"2024-07-12T16:26:40Z","snapshot_observed_at":"2026-08-12T23:42:29.448793Z","submitted_at":"2024-06-14T17:44:09Z","title":"Glyph-ByT5-v2: A Strong Aesthetic Baseline for Accurate Multilingual Visual Text Rendering","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.10208","snapshot_observed_at":"2026-08-06T19:26:18.144443Z","title":"Glyph-byt5-v2: A strong aesthetic base- line for accurate multilingual visual text rendering","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.144443Z"},"links":{"cited_paper":"/paper/2406.10208","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:755f8f54fac36c35d3386d62d27da4d1cbaff91c139254807946eb64e70328cc","observation_id":"57a1d602-91e1-4cf7-b0c3-ddf6284f40da","resolution":{"observed_at":"2026-08-06T19:26:18.144443Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.17870","last_updated":"2023-05-23T04:07:00Z","snapshot_observed_at":"2026-08-13T12:12:43.873574Z","submitted_at":"2023-03-31T08:06:33Z","title":"GlyphDraw: Seamlessly Rendering Text with Intricate Spatial Structures in Text-to-Image Generation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.17870","snapshot_observed_at":"2026-08-06T19:26:18.150683Z","title":"Glyphdraw: Seamlessly ren- dering text with intricate spatial structures in text-to-image generation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.150683Z"},"links":{"cited_paper":"/paper/2303.17870","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:447a1986d1360d5ce817b6e65667f7450888327215232a3b06014b95a51d770b","observation_id":"ee4c418e-489c-4017-9467-e902bd9805ec","resolution":{"observed_at":"2026-08-06T19:26:18.150683Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.02252","last_updated":"2025-02-12T06:27:34Z","snapshot_observed_at":"2026-08-12T23:30:25.246827Z","submitted_at":"2024-07-02T13:17:49Z","title":"GlyphDraw2: Automatic Generation of Complex Glyph Posters with Diffusion Models and Large Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.02252","snapshot_observed_at":"2026-08-06T19:26:18.157522Z","title":"Glyphdraw2: Automatic generation of complex glyph posters with diffusion models and large language models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.157522Z"},"links":{"cited_paper":"/paper/2407.02252","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:816911a5e6664e65d70df86fef5e30a6d159d95a4f7fd0d1ce8b8b9ed7d741f0","observation_id":"32125537-7103-4860-8493-d3b7aea04aec","resolution":{"observed_at":"2026-08-06T19:26:18.157522Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.236506Z","title":"Sdxl: Improving latent diffusion models for high-resolution image synthesis","venue":null,"work_id":"9edebf72-8c26-4c59-9623-973f542c4e7b","year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.162578Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:01bd1d94bf312c624c582576cd20ef20ee095f78325d4a7363a3ebed8fdca007","observation_id":"ae551e35-5ae1-4f0f-a718-af4f832f8bcd","resolution":{"observed_at":"2026-08-06T19:26:19.241549Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.217697Z","title":"Art: Anonymous region transformer for variable multi-layer transparent image generation","venue":null,"work_id":"53921972-9a9c-4257-b665-5b014b8f4614","year":null},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.168173Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:3c670a381fee393b4fd3a73f07b6a3c7966238b6dc804540f0027c860201a661","observation_id":"3a643e73-1f08-4899-aeb5-d0934ff7e6df","resolution":{"observed_at":"2026-08-06T19:26:19.224215Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.197172Z","title":"High-resolution image syn- thesis with latent diffusion models","venue":null,"work_id":"7aee93f5-16a4-4122-99cb-3035e185a48f","year":2022},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.173911Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:0bb324fdfc5d9dbfcda65ee79ce713873b244d7a19f8bcfdb23db5aa337600d3","observation_id":"72dde413-7fde-4e1c-a842-8fd807d9d012","resolution":{"observed_at":"2026-08-06T19:26:19.203535Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.00995","last_updated":"2024-07-28T08:27:46Z","snapshot_observed_at":"2026-08-14T02:06:05.447380Z","submitted_at":"2024-04-01T08:46:35Z","title":"PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.00995","snapshot_observed_at":"2026-08-06T19:26:18.179610Z","title":"Posterllama: Bridging design ability of langauge model to contents-aware layout generation","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.179610Z"},"links":{"cited_paper":"/paper/2404.00995","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:b7746cd891559a8d8e9d9ce791c50788458725b8932a870162208b33186e3ac8","observation_id":"58829b04-071a-45fb-b88c-fe016a77970a","resolution":{"observed_at":"2026-08-06T19:26:18.179610Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.179222Z","title":"Visual layout composer: Image-vector dual diffusion model for de- sign layout generation","venue":null,"work_id":"87b26de5-4ad5-423b-af18-295168380a52","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.185771Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:01fc4d25e115d505005b061aec21a8d7b161254af8e3911d3e5c750e26d8232a","observation_id":"ba942368-5be7-47a9-8038-ec0da6c0e813","resolution":{"observed_at":"2026-08-06T19:26:19.184736Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.159474Z","title":"De-rendering stylized texts","venue":null,"work_id":"1aed1e2c-c911-4971-abe7-d421f3f00c4f","year":null},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.191650Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:2d2a2f1075c729065322f4fa4d04c0a4eb02b793be8e485e7997d48767989878","observation_id":"927aded6-9d85-4187-8e86-772eacf17edb","resolution":{"observed_at":"2026-08-06T19:26:19.165341Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.140635Z","title":"Mulan: A multi layer annotated dataset for controllable text-to-image generation","venue":null,"work_id":"94ec5088-9c0e-441e-9ef5-ac2e9511eaa5","year":null},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.198159Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:7c13926deb549986ae2d99b558e86c0c6ea0029f2c0c94f09a9d91e1f166f9bc","observation_id":"37fc88d1-6f19-40b3-9581-ff113858f5e7","resolution":{"observed_at":"2026-08-06T19:26:19.146365Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.123657Z","title":"Anytext: Multilingual visual text gener- ation and editing","venue":null,"work_id":"3a0c25e4-eee3-415c-bb1d-eadd6aa9ea48","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.203353Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:820559bacec1a55ff7b2b67df512bf0dfaefd29c7ade633ab839f26c0015371d","observation_id":"1a6df481-c96d-447e-99cf-618bc5c610d3","resolution":{"observed_at":"2026-08-06T19:26:19.129154Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.105058Z","title":"Versatile diffusion: Text, images and variations all in one diffusion model","venue":null,"work_id":"c9ecac2c-e786-4dec-944f-63cca1b09402","year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.209274Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:3e8e8773168bbbeb26892df3506e4219baa046e4e80a32d80d2541a858fc4265","observation_id":"7639d3f0-d82c-47bf-8100-2a656f07b1c7","resolution":{"observed_at":"2026-08-06T19:26:19.111963Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.087012Z","title":"Canvasvae: Learning to generate vector graphic documents","venue":null,"work_id":"9498359a-8960-42f2-aa3f-dcbd646c3ef8","year":2021},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.215235Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:88214a85bed345e863207b6a65e14332c041fe43f1d66bbe3d1ff4ce8c816494","observation_id":"8633b885-7151-4ed2-aa2d-9a47434f5483","resolution":{"observed_at":"2026-08-06T19:26:19.092690Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2212.09877","last_updated":"2024-09-30T11:49:50Z","snapshot_observed_at":"2026-08-13T13:18:37.696210Z","submitted_at":"2022-12-19T21:57:35Z","title":"LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2212.09877","snapshot_observed_at":"2026-08-06T19:26:18.227960Z","title":"Layoutdetr: detection transformer is a good mul- timodal layout designer","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.227960Z"},"links":{"cited_paper":"/paper/2212.09877","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:76a2bcd44ba7d472cd8aca9596c1700600e67b11bce6a2acd62b70699c7fce0a","observation_id":"6a055538-7885-42bb-854e-d069f44a3521","resolution":{"observed_at":"2026-08-06T19:26:18.227960Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.068222Z","title":"Textctrl: Diffusion-based scene text editing with prior guidance control","venue":null,"work_id":"e0512950-4221-4f5c-b936-9981cdd0f860","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.233719Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:a6b9ab8a641f0ff5619cd0120b90ebb2a3f75a8f246c59153ddc51bf528d463a","observation_id":"29de6a4e-b46e-44dd-9e28-092b81e880f4","resolution":{"observed_at":"2026-08-06T19:26:19.074685Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.041023Z","title":"Layoutdiffusion: Improving graphic lay- out generation by discrete diffusion probabilistic models","venue":null,"work_id":"7dca4d82-f0fd-4436-b8f4-9f9fac0206cb","year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.239003Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:afc5899ce40ef3a9d4852fedeb1510b7ada3ef78bc09a1a76675979b55733946","observation_id":"8ea874e3-63c7-4dd3-a2e8-a4f2a6b58835","resolution":{"observed_at":"2026-08-06T19:26:19.048103Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:19.020729Z","title":"Transparent image layer diffusion using latent transparency","venue":null,"work_id":"ffedbcb8-da95-4593-b58f-4a7c651c6011","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.244633Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:fff74e74472e19be3f7b16223144d5606474f8b65a3fdf783ac79dc47876ed71","observation_id":"ed727f9f-d4d2-4c36-b2a3-3c5073764e53","resolution":{"observed_at":"2026-08-06T19:26:19.028253Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:18.999898Z","title":"Adding conditional control to text-to-image diffusion models","venue":null,"work_id":"b0fc3a8b-08b6-4c2e-91e3-2cacb0d8afad","year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.250087Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:75aa91ea922939c82c2e33c8addbdedca6b723124a84e0ff583914197cef9968","observation_id":"b0b0f8f4-c264-4405-bfe6-74fa8cfd9554","resolution":{"observed_at":"2026-08-06T19:26:19.006361Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:18.981014Z","title":"Brush your text: Synthesize any scene text on im- ages via diffusion model","venue":null,"work_id":"b2dbd7d1-539c-471b-b4e4-d5ff80afabd5","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.256099Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:d529b5823c2125cb5fa74e60354f2940f66e03d9fc4fd5b58d4d54b736f12ab9","observation_id":"a55ec0f4-130f-4d59-8ef5-a93c9b012a26","resolution":{"observed_at":"2026-08-06T19:26:18.986925Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.09781","last_updated":"2023-07-19T06:56:07Z","snapshot_observed_at":"2026-08-13T10:52:51.284774Z","submitted_at":"2023-07-19T06:56:07Z","title":"Text2Layer: Layered Image Generation using Latent Diffusion Model","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.09781","snapshot_observed_at":"2026-08-06T19:26:18.263294Z","title":"Text2layer: Layered image generation using latent diffusion model","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.263294Z"},"links":{"cited_paper":"/paper/2307.09781","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:fecf7277bd8e77acd70cb8cdd95cde8c6ba4cd2cb8722c72a7d8e54953a37011","observation_id":"12ae43e7-6f74-41d0-8bba-f3ce3a6ee443","resolution":{"observed_at":"2026-08-06T19:26:18.263294Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:18.960519Z","title":"Layout-agnostic scene text image synthesis with diffusion models","venue":null,"work_id":"14f11e1c-a7b1-40d1-92a4-320c1273741a","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.269580Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:4bd32f9b06cadd748394688fe7edba300c150d0ddac9fa4ac7b5ada61cd7e7f3","observation_id":"965fa35b-3a2d-411b-a6fb-a856542783d6","resolution":{"observed_at":"2026-08-06T19:26:18.967280Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:18.940698Z","title":"Modeling fonts in context: Font prediction on web designs","venue":null,"work_id":"59914c29-d655-4edc-bc4c-5f48e00ae20f","year":2018},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.277163Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:6a656fd78fd478430925588d50815e33713161e40b6a3f5e5e61900a0a59d681","observation_id":"92d89972-4cb0-4382-963e-06a000e9b4df","resolution":{"observed_at":"2026-08-06T19:26:18.947287Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:18.921751Z","title":"Udifftext: A unified frame- work for high-quality text synthesis in arbitrary images via character-aware diffusion models","venue":null,"work_id":"ea079709-c1a3-44db-9fef-bf76bc000581","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.283197Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:bc9bbd254673e15c14394e252f5273bf1d0bee68cdfb709181e570078c1ca1e0","observation_id":"1f8e63c4-a8db-4725-9349-7b79c6beca62","resolution":{"observed_at":"2026-08-06T19:26:18.927669Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:18.903825Z","title":"Harmonizing visual text comprehension and gen- eration","venue":null,"work_id":"b6bcfc69-46fc-49d2-bbd7-c4ebb4b957b4","year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.289386Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:4d46b1f66fc124da4a6dd34a7e25378a4e1feb4b7167eb124ab716872509b410","observation_id":"d0a62b10-3cf3-40ff-9902-e09fd6502f3d","resolution":{"observed_at":"2026-08-06T19:26:18.909530Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:26:18.884290Z","title":"Content-aware generative modeling of graphic design layouts","venue":null,"work_id":"bbc73185-7e33-46db-b85c-18afd02959cd","year":2019},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.295632Z"},"links":{"citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:0775a9a62ee37c5232b17a122e8b8b7cb0c83e1d57e8a06445029d554c4cb2c4","observation_id":"8ff380ba-65dc-46cf-b46f-c50f663d4a33","resolution":{"observed_at":"2026-08-06T19:26:18.890209Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2205.00303","last_updated":"2022-07-13T05:09:51Z","snapshot_observed_at":"2026-08-13T15:52:44.364167Z","submitted_at":"2022-04-30T16:42:13Z","title":"Composition-aware Graphic Layout GAN for Visual-textual Presentation Designs","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2205.00303","snapshot_observed_at":"2026-08-06T19:26:18.301620Z","title":"Composition-aware graphic layout gan for visual-textual presentation designs","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.301620Z"},"links":{"cited_paper":"/paper/2205.00303","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:9d9b642bfbf576f012a8a89ba88d4293990a41aa3ee71dea0ec5ebc3e7cbed1b","observation_id":"235dabfe-001e-4476-88c5-421a8bf143d2","resolution":{"observed_at":"2026-08-06T19:26:18.301620Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.15271","last_updated":"2024-04-23T17:58:33Z","snapshot_observed_at":"2026-08-13T00:23:35.304750Z","submitted_at":"2024-04-23T17:58:33Z","title":"Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.15271","snapshot_observed_at":"2026-08-06T19:26:18.308109Z","title":"Gelest life, that leavesbehind It a swath of glory,and often enough, a tear","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-06T19:26:18.308109Z"},"links":{"cited_paper":"/paper/2404.15271","citing_paper":"/paper/2507.05601"},"observation_digest":"sha256:3a2313f2011d8cb426a77fca57996188c835f1d83a42d89bc6830f3c189aeb26","observation_id":"da21e971-44d7-4db9-9bbc-3ee6079df5b9","resolution":{"observed_at":"2026-08-06T19:26:18.308109Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2507.05601","last_updated":"2025-07-08T02:26:08Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-09T08:36:05.304832Z","submitted_at":"2025-07-08T02:26:08Z","title":"Rethinking Layered Graphic Design Generation with a Top-Down Approach"},"reference_resolution":{"displayed":65,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":22,"verified_exact":2,"verified_fuzzy":41},"total_outbound_references":65},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2507.05601."}