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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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-12T19:47:29.252026Z digest=sha256:3751b9bc18df08610ed8a3aecb4c78dd75c765c50faec3f828bdf61930df437d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T23:57:08.818348Z digest=sha256:2e7355c7cd5795a5c42956b75fed0d7aed9c5ced11ab4329efa1d12a32c3fe12

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-17T23:51:23.877344Z digest=sha256:7eaecb04ca56019fc2daf91c3cbf6ac0f8042f9aebf003bbec12f04b3cc537fd

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=sha256:94cc2006edb5df341b7ae1f2e0c9c8fb9eb2b9a339a5841c1f8fd5eeb06c00c1

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

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source=pdf_text observed=2026-08-08T11:11:35.869859Z digest=sha256:348938a9eef64dc97bc6f9abd5b825952df0b3934c452772e501a898c182c3db

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=sha256:3a0ebd7c5e063ddd3733ecd96489c03203b04f154fb114f3eefca346c254a03e

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:44:01.313680Z digest=sha256:1d44d34cbe686e8ea2c33afefec4e99906ff2e345570fe5d64494aea570408f0

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:21:22.689695Z digest=sha256:4af77f758ab7864280831f8d5672bd880e6ad6007f806d0024c9bb180701be08

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=sha256:9a187e12d9542c194fe796c50d7ff693937f7f5ea442325d7f95a8cbd04b0d68

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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source=pdf_text observed=2026-08-07T00:24:12.778268Z digest=sha256:8c05f29537b711ce76c8d53492efcd7ce0e909a41383438533d118701473a380

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:07:43.947462Z digest=sha256:a15106c31ffe4fe3024d4d65a9fa07e8ce24db5c050805eb9bf79d68550e3e4c

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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source=pdf_text observed=2026-08-06T20:35:50.956752Z digest=sha256:63fa5ea1c4c1b3f746e2b88c271d79735c7158fd02bfcb27d05711159df3a9e0

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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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:02:02.975251Z digest=sha256:1f3e0c511b85d85a96df371f4d3d3bf7467eaad9a3e9c546dbe9340dfa347eff

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=sha256:61449abbb9ea1f4522b8a85595fc98cfaa8c92909b64dff1b372195b7c997640

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:b13bd4b91579c27770f1ad446c23c48faa55fe4b37faa132118e5b17ac3ed5be

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:cf8d53cfc24590f1d592b2675a55a3b55b5236f44946e3b41f9d4561a2af66bc

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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source=pdf_text observed=2026-08-05T13:02:42.879278Z digest=sha256:cccb397e726b8320dd54601d6f3017b81dbc55da574b83ed3e65e8e7367f08f3

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:04:41.926289Z digest=sha256:788fb3fd706dbee79617f78807d26c5c55ac18d258f062471126438ab80ab40a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T23:13:09.767909Z digest=sha256:5382f2a3217f67cd4f6672dfbf4aa86142cf5710f8aa43e2d3c09d398c01e4da

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T12:10:46.520149Z digest=sha256:57001f277599e2f17642490a132ad8672d39c22949c663329f9f6c371ba2b68e

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T12:23:05.876881Z digest=sha256:2df792af4f84c7ba06ac5dea4d75c564dbf2558bd7215b920849a7b02a36fad4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T16:15:23.578176Z digest=sha256:18c6b16707b2c75557f322a40e05efaa3ecdd47e45fffccc17553ec683b33934

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

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T14:14:41.662856Z digest=sha256:e179ceebf6a8f3857b6d280ad65c343a189634f960088a3882f7f000a30c87c3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T05:28:32.190603Z digest=sha256:36020febbafa2ead998a520f9359509a53a912a627ca8c565cf802924b0c86fc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-28T02:25:08.038984Z digest=sha256:d215b3f06b8947cfd21f9690cd7bbbdbb8a0b3deac714f938158768fa954dee3

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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source=pdf_text observed=2026-08-02T12:24:27.687223Z digest=sha256:52c42bef140fd65c772cd00970719332e690ec5226932f3f90bdf62dded2754b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T05:45:35.601179Z digest=sha256:105bb4779ae8bc18cdb9492fc9155b059f56f8a77726eb72469d6851d5152f43

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T04:55:42.018348Z digest=sha256:7443d10749f3b2a005ba54499cda64ddbd0ca7817f5ee343f79c088575e7ba1f

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=sha256:2cb36af2e69000a5e1193985d47e29fa4f5bd9b2d451a6185f905cbe448318d6

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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source=pdf_text observed=2026-07-11T08:59:55.474281Z digest=sha256:6a8cdf47a127010f8b35b136413ebcfd1cef90cdbaa6e4f7589b8656be1e9e3b

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:a07fc1940a3219e84508460f057fa8cc0d9eee41d8d9bf4234de866cf6ac0052

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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source=pdf_text observed=2026-08-02T00:41:54.217012Z digest=sha256:8064ffbe70351bdd816b985906f47ca1d4a597505d2a3b0aeb7f59bd1c9534b3

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=sha256:4dfcc62d3a3ce0b8319275ac8553498994b60139f0fd7de1274e4ce868936048