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Paper Citation Record · LEDGER

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding

As of 21 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2608.03708.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.03708 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:24:01.062073Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

  • verified exact2
  • verified fuzzy4
  • unresolved45
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5bfdaaa1-765c-454c-91e0-940d43f6eebe · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:06.803956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:56.596121Z digest=sha256:53a7b2b1b6720757552f3dea6e9dfd4f28a77f68f1f38d64613397dcf8db0230

Observation e1d1030a-88db-443e-917e-1baa821ba65d · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:06.678884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:56.688427Z digest=sha256:c486985de8257092e7bc1f238a07aa7dab347aad4bbf17ee26a281f2458d872d

Observation 1e2a21e2-631f-4fc5-b0ef-7d7ce7d8da6e · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:06.508381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:56.803154Z digest=sha256:98d5b3dbfb0538cb51575076dd47993ebf57a3df153f5fed41cc0d7c0f8b3b16

Observation f1259c7c-be16-43c6-ac6b-440e7df32de5 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:06.326014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:56.905456Z digest=sha256:4125c9b44105bd06551c7ccd62da85fd6901f7d943ea7771712e26d37902b005

Observation 27066628-3cb6-4b5a-8951-d99ee7f7bfab · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:06.208545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:57.040398Z digest=sha256:d5df1c60082715396c9d486732db089104942bcc1370b32c0ef9b7e9208a0217

Observation bae58d34-57a6-4c5a-ab2e-8d7c72cbfadb · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:06.087176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:57.128472Z digest=sha256:93f79f482117bb264697f38815249eea610b5c526b81299c4e425c13bbce81a9

Observation 51ea3db3-1f21-44ca-b77d-a73acfc738bf · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:05.772766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:57.267532Z digest=sha256:173ebc15c5eb2c84df96fed6e8e3febd7831b25d7f8d202bdfaf98448298811b

Observation 29a88b94-b5ab-4cc1-a774-75e4eb5ab434 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:05.637427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:57.366388Z digest=sha256:1e67ac68270338ab5b8f1e74d10e3d368da6edb3674c293f194c6aae8f03234f

Observation 431ab971-a77a-4720-9efe-0ba3a238e974 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:05.434141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:57.477659Z digest=sha256:797247bbdafa9a2ae096f50702c8ff7d6d2cfb2881594c21eddd2980c515b351

Observation 93db0311-6be3-45c8-84ac-5b31f39418d0 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:05.301175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:57.614332Z digest=sha256:bb7d2bc38e9d9598de15a9f280afa553b276ffc2e1b0266e2933062a3f79805a

Observation 9cec2497-22ad-4887-bd8d-c0110b110eb3 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:05.158947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:57.755107Z digest=sha256:dbf0a34a8cb7bd94989313f715f08a752a65043a1f1619d1731b7d1a6a6b6251

Observation bccd53ef-2465-43ae-b8cf-dcc47383bc18 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T14:23:57.842072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:23:57.842072Z digest=sha256:32741ff64323275e95f8e94365bb0b502795ee88f12c013b41b6ad37cb5a3c73

Observation 97f7fa49-7f82-4b4c-8634-88fc0467d134 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:04.986190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:57.994365Z digest=sha256:ce66f14953619244a8774e7434a7a72a0cf0981c2d10d01a7fe73290ca28881b

Observation dd5d9055-ddc1-40d1-950d-cc76130cb80c · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T14:23:58.037243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:23:58.037243Z digest=sha256:264ab85840c7143f5add945352a72db612618cb1ac80c7404d7a3c77da54a220

Observation f9cd0991-7089-423a-83b2-0649570c1dfd · outbound

This paper cites ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T14:23:58.243546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:23:58.243546Z digest=sha256:f2c52f0df774f3b483da5754a517710ae47e80cc462353a9c0dfd6900e798d94

Observation 25e91c2f-579f-4e29-8be2-02b1c64c458f · outbound

This paper cites T2I-CompBench++: An Enhanced and Comprehensive Benchmark for Compositional Text-to-image Generation.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding T2I-CompBench++: An Enhanced and Comprehensive Benchmark for Compositional Text-to-image Generation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T14:23:58.328521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:23:58.328521Z digest=sha256:92821315af5448ac5d98987441d983f23dffa7be03e127e6f78bc28f95801fa5

Observation 4e13753a-0327-43e5-9226-ad45953d41f9 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:04.838226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:58.382971Z digest=sha256:dc65d54be84cde17802d6c8e58fadb225b199676c663bdc731e8d3699e33d8cb

Observation c7fa91fd-1341-4e44-93fb-9048befb35c1 · outbound

This paper cites GPT-4o System Card.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding GPT-4o System Card

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T14:23:58.451621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:23:58.451621Z digest=sha256:cf9b2ccddc8591bb8780fe9a875c49d10dd3a9f20c6687af08eb955dd26ff48f

Observation 71913fce-15be-4d3b-bd3b-961d5fed8a66 · outbound

This paper cites CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-05T14:24:01.449137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:58.568448Z digest=sha256:336969be345ca388e8a8abdf806150df4c858da201bdfbd7557635ac188fd0db

Observation ac481d41-394d-4dad-9aa0-e85669cb3a66 · outbound

This paper cites MC$^2$: Multi-concept Guidance for Customized Multi-concept Generation.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding MC$^2$: Multi-concept Guidance for Customized Multi-concept Generation

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-05T14:24:01.342184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:58.735278Z digest=sha256:a2191c0b615e52fc50f858b6c2705854ca10ad7c58bdafaa47e8febb2280c1d9

Observation 6120b948-5920-4c05-81a8-61ed105ef613 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:04.667490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:58.822895Z digest=sha256:0990860e37dd44871f21022dc2471c26032f763aed9ceb85259b78fe9e67dfcc

Observation 31c4ec04-3068-4446-9eec-1acbcc22a58f · outbound

This paper cites Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:24:04.506429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:59.024607Z digest=sha256:814dd29e26578cba009d85f87d05370f012c528d568e7486bcc40c3acbbf3586

Observation 027ad363-bc22-4bfc-98a3-e5c80b10e947 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T14:23:59.102532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:23:59.102532Z digest=sha256:4ee8f385330757634e6e53efe96da7f402605fd3373cb45b1664bc47bfbffb44

Observation bda8437d-b92b-4a0e-aef9-634dbac46bef · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:04.373302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:59.182265Z digest=sha256:e12d9c1b7581d6bf254e4df16474ed5128bf52399d0f0158b7dc5e6e4d8bc6f8

Observation 72e693c3-7010-433e-8b41-f44f47f16fbc · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:04.013065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:59.361969Z digest=sha256:dc60283f4dac455c744e97886175cdf2b730e76df9fcb925e607bcd463eacf11

Observation 6f4448f7-c28d-4614-a1f2-83a36e0c1af5 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:03.854860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:59.450824Z digest=sha256:6aeb1e983724e8fc5137728da0b39c0991a0b782db3ca8d443f057b5c2bf306d

Observation 924c2b3c-d17b-43c6-bb3d-5413fe5a1e01 · outbound

This paper cites InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:24:04.175000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:59.258781Z digest=sha256:0f5e998fae1773fed8d66314e16b26d5d303c63119fddca145a3e5742e7a861a

Observation 7897ef3d-1d2d-4e3c-ae49-bcf9d717b941 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:03.712033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:59.643740Z digest=sha256:4a0fde451f62e07f8775666cb3cb0d5e0613743c73e0a4f55f1d9d54b518f10c

Observation 19cb7611-d249-4adb-b77a-c8f7bef1d7e0 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:03.559084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:59.762356Z digest=sha256:9a4cc3d35cb57f938c8d3a9a30f6db75c0f65944bcb4c12a2b4967fe08424f8f

Observation 702d3fa3-ffbf-4d07-9462-cdf1e08a1532 · outbound

This paper cites MuLan: Multimodal-LLM Agent for Progressive and Interactive Multi-Object Diffusion.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding MuLan: Multimodal-LLM Agent for Progressive and Interactive Multi-Object Diffusion

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T14:23:59.567896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:23:59.567896Z digest=sha256:99f223e5aed9a892127abc122c32abf6c953c253dc14d48eaf7624d42893ab8f

Observation eb2cc7d4-3211-4571-8568-875fe9d2ffff · outbound

This paper cites DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T14:23:59.878798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:23:59.878798Z digest=sha256:a2524e2a907434c718acadd030c4a819437a1cd57bb9a352b7408463e1cefdcd

Observation 7b4d8723-68b9-4856-bb50-c82696e9d170 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T14:23:59.974246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:23:59.974246Z digest=sha256:27c84f72e391fd98ca4ed8110cdd604d0e99571c92ee172e6bf46ead78c69f57

Observation 85a63c78-7090-4384-98bb-2072ca034f38 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:03.449343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:59.835708Z digest=sha256:9a800724a2729733c1a8313b0a9d670a5a1698cc2ed00dedc6708719fe78c63a

Observation a7c4a10c-e4bc-4663-8bcd-5998d8864483 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:03.267516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:24:00.186730Z digest=sha256:7c4c09841fb101947b9ba288274740bdb59210a509a50380d6add6c3e2e40fcd

Observation d27aabd8-e7aa-41ed-950f-4249f3a64282 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-05T14:24:00.215361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:24:00.215361Z digest=sha256:e76fd1a1033a94a2f8c08c959b65405ddb9b3323e93141840d2dd883d365ec46

Observation 29aed802-cc8c-46ea-a5c8-1296fa2576e5 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T14:24:00.043166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:24:00.043166Z digest=sha256:5ccb9e6f02508e1b77e40578a4dbab00e096e3f34d2c3dfccf3dcdfa6475bedd

Observation 27869a0e-3475-4404-b9b4-6804d4829ba6 · outbound

This paper cites In International conference on machine learning.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding In International conference on machine learning

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T14:24:00.123111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:24:00.123111Z digest=sha256:f41c5bafe48c18b0569be84c8c2c8b87ee715890b2d32589c6ff7d6772b53d70

Observation dbe9a9b0-2cff-445b-bd72-44096e2795c4 · outbound

This paper cites Denoising Diffusion Implicit Models.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Denoising Diffusion Implicit Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T14:24:00.444742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:24:00.444742Z digest=sha256:d4df7e7f4a4f92b837350f60dcc8bb647e37809e901e214d32f90d1e1cc01ba5

Observation 9d930b8b-5bdb-4196-9cc2-aaba4963ed59 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:03.114182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:24:00.497371Z digest=sha256:1df79c4f3e7a26587354f7661c6bb8f161ff919ef11edb264cc0d8aab9353d9b

Observation a5079089-e53c-42a9-8b25-4ad0818fc003 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T14:24:00.336249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:24:00.336249Z digest=sha256:f397a8c0df55ff3a36de9b12f92bd8e6c41810c5511e0e3826df7392ed569f7b

Observation 791bdf02-fdba-4ef7-944d-652a8dff14de · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T14:24:00.380345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:24:00.380345Z digest=sha256:230e04f695a3178fd164ed6795f232eb01963aee617005eaf0e828482692b77f

Observation 111b0380-c000-4d7e-8e58-5f1c50e520c5 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:02.596062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:24:00.724664Z digest=sha256:afe9b5c81c916e28c4747ee9f92b90723c286bfca6cef481024c5d9ae927cce6

Observation 00715dda-f573-4884-9e18-d1898fd603ad · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:02.450494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:24:00.770148Z digest=sha256:988d994c654e52d14b3d51c156f9b85429ae8386d71d8f3fd67bac8273abf777

Observation 6a18db9b-b0c0-46b1-a0ec-198e3b010778 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:02.958655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:24:00.535007Z digest=sha256:5608b20bd874fdf869d9d87a97782d488c9cf75f280cf73ef5bbdb95b7754ede

Observation eb25a89d-5f89-4138-bcef-525e43869a81 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:02.792685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:24:00.629915Z digest=sha256:736dbb0c54ca75556ab93284b4ccd0f9fa55f1d03fe23c3695d46db725b71c8a

Observation c6b91bdd-83a0-4450-bda6-955a35a5ebf6 · outbound

This paper cites GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T14:24:00.965306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:24:00.965306Z digest=sha256:af867c36e8832e4209f2f31020396c3c21f36bfa340e5e8bff4a2fa3105a12d5

Observation 6396fedb-4df0-4f15-a04a-a32255ba9974 · outbound

This paper cites bag-of-words.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding bag-of-words

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:24:01.724290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:24:01.062073Z digest=sha256:08d9d992f2198ba754e9b16d176cea8a676e6a7960b87c9157e7c09327aec7e8

Observation faca7c0c-2dfd-46cb-b81d-7d48e55fec49 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:02.220287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:24:00.813730Z digest=sha256:03d4d6611941f30cbc416171c73165dfa59026a058a9b4cc780168dc8acbe6fb

Observation e36068da-480f-439f-81e1-cf7f6e6d7059 · outbound

This paper cites an unresolved cited work.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:24:01.937978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:24:00.888257Z digest=sha256:caeefd8bb23b3b89b2b9915a77a508be1a64738a5ba3253d1316e5cc46189b62

Observation 7677a37f-d456-4020-a228-06e5ccbc03f2 · outbound

This paper cites In Proceedings of the 2021 conference on empirical methods in natural language processing.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding In Proceedings of the 2021 conference on empirical methods in natural language processing

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-05T14:23:57.951259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:23:57.951259Z digest=sha256:d593713aeb9a9932c33bd66d44ff486bdcc80619e3a2e76fb9847b04f7395023

Observation e5e7ae8f-b1fe-4ad1-82fc-c602a477be47 · outbound

This paper cites InThe Eleventh International Conference on Learning Represen- tations.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding InThe Eleventh International Conference on Learning Represen- tations

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:24:05.934906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T14:23:57.196720Z digest=sha256:7ef8344215bae9b0665c9ba726ad77a5373aad2372e81c88baf52256223a5caf

Pith citing papers

No inbound Pith citation observations are available.