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Paper Citation Record · LEDGER

Composer: Creative and Controllable Image Synthesis with Composable Conditions

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 33 inbound Pith citation observations for arXiv:2302.09778.

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

pith.paper-citation-record.v1
2302.09778 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:41:03.315038Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:49:51.369751Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c5f526b9-71d0-41ac-9db5-a3cfe0d9c834 · inbound

ModelScope Text-to-Video Technical Report cites this paper.

ModelScope Text-to-Video Technical Report Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 24

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arxiv_id, observed 2026-05-12T19:47:29.409992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T19:47:29.252026Z digest=sha256:9c750b94d3099e4e3223f33c71ad4b3d34f795d83495ba6f8c4411dc26f91e6c

Observation a5e4a89f-9b35-474d-88fa-4135a871c9af · inbound

IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models cites this paper.

IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 27

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arxiv_id, observed 2026-05-10T23:57:09.018679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T23:57:08.818348Z digest=sha256:20ef7045667bd9f1d088989e7b9d3e27f3d0b0b754d06e86678338448accc60f

Observation f6887b65-d14a-4103-9582-73afea3b2762 · inbound

I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models cites this paper.

I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 20

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arxiv_id, observed 2026-05-17T23:51:23.957442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-17T23:51:23.877344Z digest=sha256:3e84933872ad5e732c5bfdc7a7852935f39240602286e5d6cd63e31e8d702a7d

Observation 2a46e7fb-45a0-44f8-a274-6ddea8d0f778 · inbound

Beyond and Free from Diffusion: Invertible Guided Consistency Training cites this paper.

Beyond and Free from Diffusion: Invertible Guided Consistency Training Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 18

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no resolver link, observed 2026-08-08T19:41:03.315038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:41:03.315038Z digest=sha256:39bfe2681556539207058160a688c1dc820f4e80cafe75f93aec1c6624780a23

Observation bf20bbda-b0c1-4ee4-8195-43f337260bae · inbound

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation cites this paper.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 18

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no resolver link, observed 2026-08-08T11:11:35.869859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.869859Z digest=sha256:9f6693684ec529e97eea87da6cadaf638b94b11b9914ed11b82e7a59a40f8273

Observation 45be940d-46e5-496a-8cc3-9109a7fed01a · inbound

Compositional Scene Understanding through Inverse Generative Modeling cites this paper.

Compositional Scene Understanding through Inverse Generative Modeling Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 33

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no resolver link, observed 2026-08-07T13:31:06.090945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:31:06.090945Z digest=sha256:663f60989568d37b994f1f9d747aee553dfb6ad5fcaa9e449981c18d8f3a0791

Observation d01b7728-497b-4677-b241-3cd65e9970c9 · inbound

ImmunoDiff: A Diffusion Model for Immunotherapy Response Prediction in Lung Cancer cites this paper.

ImmunoDiff: A Diffusion Model for Immunotherapy Response Prediction in Lung Cancer Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 16

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no resolver link, observed 2026-08-07T12:44:01.313680Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:44:01.313680Z digest=sha256:ad5ee7678531d34bca4c6aa3729f60a9e963ab3ebce38e60e09be6475887b5aa

Observation 29bd3261-7207-4e99-acb3-46205719e5cf · inbound

GenSpace: Benchmarking Spatially-Aware Image Generation cites this paper.

GenSpace: Benchmarking Spatially-Aware Image Generation Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 22

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no resolver link, observed 2026-08-07T12:21:22.689695Z

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source=pdf_text observed=2026-08-07T12:21:22.689695Z digest=sha256:f9ce751f2bfdb385041e846a54a61ef7defbf8f65c6308953421104a5f245c9c

Observation 25bd9e16-14dc-4af7-969a-35dcc0a94897 · inbound

Image Editing As Programs with Diffusion Models cites this paper.

Image Editing As Programs with Diffusion Models Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.388427Z digest=sha256:dfe716a6c06e96d1005274488a8b2f1b6f629d8c71cc33334b0ca300d13d2173

Observation 39b75e54-4ce5-423a-8737-1c052cb0bbfb · inbound

DreamLight: Towards Harmonious and Consistent Image Relighting cites this paper.

DreamLight: Towards Harmonious and Consistent Image Relighting Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 6

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:24:12.778268Z digest=sha256:9ffc1647eb41442a2a08fb7bfa18d2e2e1079d11e9d9ddb0985ee945e74ad79a

Observation b8724014-6f75-43f2-a924-902a369832bc · inbound

UniGlyph: Unified Segmentation-Conditioned Diffusion for Precise Visual Text Synthesis cites this paper.

UniGlyph: Unified Segmentation-Conditioned Diffusion for Precise Visual Text Synthesis Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 12

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no resolver link, observed 2026-08-06T21:07:43.947462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:07:43.947462Z digest=sha256:56ae6ed2da1551c5f326cea5583f8ed582523ec9239f7f14846d92757ebe5c91

Observation 493b943d-5f7d-4e00-b84f-b779852fd43d · inbound

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback cites this paper.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 17

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:35:50.956752Z digest=sha256:bfb905c4b7f4a637b445eb841a6087cb164a053f74a1ffdfecbc589a04321516

Observation 8f42cabc-e178-4f01-8eb8-bd2e50e82cc8 · inbound

Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints cites this paper.

Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:02:02.975251Z digest=sha256:c47b99d87cdea50e286696ec0cf1a66b1f32a238aa3f943e198edaf777ee8c11

Observation aedc824d-b6f6-442a-a7bd-ae989798ff91 · inbound

LLMControl: Grounded Control of Text-to-Image Diffusion-based Synthesis with Multimodal LLMs cites this paper.

LLMControl: Grounded Control of Text-to-Image Diffusion-based Synthesis with Multimodal LLMs Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 27

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source=pdf_text observed=2026-08-06T13:58:05.049275Z digest=sha256:c7c0682dc2a384ce9e8d3be58737e3433d56cee134693be27c4a44e3d39eac5d

Observation 4fcfd58a-9854-4cbb-9a6b-af3f2a61b84f · inbound

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs cites this paper.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 2023

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no resolver link, observed 2026-08-06T12:12:23.558384Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.558384Z digest=sha256:8f1bd66bbbe4f2db92224b32672c6defb80aeb234c20a913ea2131af8db78281

Observation ae1b4f8a-b2bf-42ce-807e-8a6d62c0986d · inbound

CEIDM: A Controlled Entity and Interaction Diffusion Model for Enhanced Text-to-Image Generation cites this paper.

CEIDM: A Controlled Entity and Interaction Diffusion Model for Enhanced Text-to-Image Generation Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 16

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no resolver link, observed 2026-08-05T16:49:47.441293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:49:47.441293Z digest=sha256:5e37153326f167476a04777414dc319136c504ff7c549fece921a4c37b6d940e

Observation 3b3853b4-260b-4935-8adb-435db38e46d0 · inbound

CompSlider: Compositional Slider for Disentangled Multiple-Attribute Image Generation cites this paper.

CompSlider: Compositional Slider for Disentangled Multiple-Attribute Image Generation Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:02:42.879278Z digest=sha256:c8caa75b957a5dde806cdb6e227659ef3c716fb092eec229b3ede74e197215a1

Observation 6c0a327e-6652-4f20-bb91-07902c098c10 · inbound

Palette Aligned Image Diffusion cites this paper.

Palette Aligned Image Diffusion Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 2023

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no resolver link, observed 2026-08-05T12:04:41.926289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:04:41.926289Z digest=sha256:71fcea2ea932e9ecb09406e52b66e8c82c00bd96e4d6db019e5a9cdbe732ab97

Observation 402b4256-fd65-4c67-a49b-8e9e8288a055 · inbound

Screen, Cache, and Match: A Training-Free Causality-Consistent Reference Frame Framework for Human Animation cites this paper.

Screen, Cache, and Match: A Training-Free Causality-Consistent Reference Frame Framework for Human Animation Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 27

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arxiv_id, observed 2026-05-16T23:13:39.306209Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-16T23:13:09.767909Z digest=sha256:31acc74a204cba2f1b01dad64da5a212a6e276907bc957227749a0093ef90355

Observation 14433156-7484-481c-be71-070d76bc59e8 · inbound

ChArtist: Generating Pictorial Charts with Unified Spatial and Subject Control cites this paper.

ChArtist: Generating Pictorial Charts with Unified Spatial and Subject Control Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 15

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arxiv_id, observed 2026-05-15T12:15:34.668807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-15T12:10:46.520149Z digest=sha256:ce64f4f59c6730fadaf1c0ba2a260dbcd048bfd6270f5f1e366ff5488e316de5

Observation 51329d29-cb92-4d1f-8aa0-f2706af291d2 · inbound

Rethinking Position Embedding as a Context Controller for Multi-Reference and Multi-Shot Video Generation cites this paper.

Rethinking Position Embedding as a Context Controller for Multi-Reference and Multi-Shot Video Generation Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 12

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no resolver link, observed 2026-07-13T12:23:05.876881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T12:23:05.876881Z digest=sha256:0755acc293c5445d0206600de57cdac8432cac156b2e55e139d0b576011d6290

Observation 8b927b97-9105-4f06-8e84-f81c8bc93978 · inbound

FineEdit: Fine-Grained Image Edit with Bounding Box Guidance cites this paper.

FineEdit: Fine-Grained Image Edit with Bounding Box Guidance Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 14

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arxiv_id, observed 2026-05-11T09:06:00.092044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T16:15:23.578176Z digest=sha256:8b9376c7a50a74048a8de91abc06d584a2a7c0ca0f31711db39483d702b822b8

Observation d84bb3b2-c3b3-438d-ba54-97167c1974b9 · inbound

VISTA: Triplet-Supervised Video Style Transfer with Diffusion Transformers cites this paper.

VISTA: Triplet-Supervised Video Style Transfer with Diffusion Transformers Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 14

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arxiv_id, observed 2026-05-20T14:18:21.335853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T14:14:41.662856Z digest=sha256:6617bb80d4b6e4c5eaeb39a25694a1e62af1de84334aa64e17616713737d4fe1

Observation e1685ec9-491b-4988-98ab-741f221b5776 · inbound

MetaEarth-MM: Unified Multimodal Remote Sensing Image Generation with Scene-centered Joint Modeling cites this paper.

MetaEarth-MM: Unified Multimodal Remote Sensing Image Generation with Scene-centered Joint Modeling Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 31

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arxiv_id, observed 2026-05-20T05:33:04.319326Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T05:28:32.190603Z digest=sha256:b79c4345ea675632132bb0be95d3fc9e43c4c478409ef2ac904fad8be5a340de

Observation cf0d0b20-cd6a-49e3-94a0-8dd3e757c0f3 · inbound

ReSAGE-PAR: Representational Similarity Assessment for Generative Expansion in Pedestrian Attribute Recognition cites this paper.

ReSAGE-PAR: Representational Similarity Assessment for Generative Expansion in Pedestrian Attribute Recognition Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 31

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arxiv_id, observed 2026-07-02T12:06:56.257897Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T02:25:08.038984Z digest=sha256:fcb69e8ef865a6515e47316b053f46c61ca9479fd260b50cababc509ef4d37f9

Observation c7aa846a-02e5-478e-8772-a2d92c2d6d02 · inbound

ReSAGE-PAR: Representational Similarity Assessment for Generative Expansion in Pedestrian Attribute Recognition cites this paper.

ReSAGE-PAR: Representational Similarity Assessment for Generative Expansion in Pedestrian Attribute Recognition Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 31

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T12:24:27.687223Z digest=sha256:8e74e0e21317a67edbebebd10540bae77802390e03ad136afd7691f78849baa9

Observation faba3b6e-1be9-477e-a9f5-3819bf35e2d8 · inbound

LISA: Likelihood Score Alignment for Visual-condition Controllable Generation cites this paper.

LISA: Likelihood Score Alignment for Visual-condition Controllable Generation Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 6

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arxiv_id, observed 2026-07-04T12:59:52.000937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T05:45:35.601179Z digest=sha256:4ad6b09c3343396dbf3536fc366f49c9ee439aeb00fc811c4beec88b6a578d42

Observation a9239843-57a8-4cd5-a116-e78ee7da86d7 · inbound

DanceOPD: On-Policy Generative Field Distillation cites this paper.

DanceOPD: On-Policy Generative Field Distillation Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 41

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arxiv_id, observed 2026-07-04T13:49:51.371492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T04:55:42.018348Z digest=sha256:a808c65526b73cc78a1d1077d6b24edf4300946b70fe0053fd9aabfc6d58e36f

Observation bd50a3ba-d816-4fec-bf2c-1a4bc3d914ba · inbound

DanceOPD: On-Policy Generative Field Distillation cites this paper.

DanceOPD: On-Policy Generative Field Distillation Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 41

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source=pdf_text observed=2026-07-12T11:44:54.717393Z digest=sha256:5c49fead6812f7446626d0d6918331338648180ee180564fa63f5489ac8c07c0

Observation 0fd81157-5601-4758-a6e9-b417b21d0ee3 · inbound

RADIANCE: Relative Adaptive Denoising with IP-Adapter for Novel Concept Enhancement cites this paper.

RADIANCE: Relative Adaptive Denoising with IP-Adapter for Novel Concept Enhancement Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 16

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no resolver link, observed 2026-07-11T08:59:55.474281Z

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source=pdf_text observed=2026-07-11T08:59:55.474281Z digest=sha256:3d188b9128acf7028873659b037446ae48eb8fdc3f32e6bce35bf8962bca9116

Observation 49a01fcf-72e5-4684-bae1-fabbeef2638b · inbound

Next-Dense-Stride Prediction for Multimodal Autoregressive Visual Modeling cites this paper.

Next-Dense-Stride Prediction for Multimodal Autoregressive Visual Modeling Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 19

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no resolver link, observed 2026-07-14T14:48:46.294893Z

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source=pdf_text observed=2026-07-14T14:48:46.294893Z digest=sha256:c4baf4adfcf699abfc0adc45e06e3005ce6c0ebc5a7d9ae370da7b89b35e8a7f

Observation e10af4c6-48a1-40c1-b343-5676372a3610 · inbound

Introspective Attention Modulation for Safe Text-to-Image Generation cites this paper.

Introspective Attention Modulation for Safe Text-to-Image Generation Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T00:41:54.217012Z digest=sha256:e64c5244a51b66218deaf3a60e7807ae2c5a328554f0e8fd1cb88d02a271c4c3

Observation d9985f7f-d5c5-49d8-995f-84af7c5276e8 · inbound

WearWow: Native 2K Multi-Garment Virtual Try-On via Adaptive Token Packing and Preference Alignment cites this paper.

WearWow: Native 2K Multi-Garment Virtual Try-On via Adaptive Token Packing and Preference Alignment Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 18

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no resolver link, observed 2026-08-01T11:22:44.012303Z

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source=pdf_text observed=2026-08-01T11:22:44.012303Z digest=sha256:d5f779df139c807340e56055bd571b252ddbc92209b44d641db7348f59caffd3