HOComp: Interaction-Aware Human-Object Composition | Paper Citation Record

Observation ed18336e-b048-4630-9f88-488ab3eb687b · outbound

This paper cites Break- a-scene: Extracting multiple concepts from a single image.

HOComp: Interaction-Aware Human-Object Composition Break- a-scene: Extracting multiple concepts from a single image

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.811077Z

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Observation 5d6e5b88-3520-4023-8d4f-2faf0e387e61 · outbound

This paper cites an unresolved cited work.

HOComp: Interaction-Aware Human-Object Composition Unresolved cited work

Reference 2

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Observation 115f9948-6260-4bb3-b81b-f08064930164 · outbound

This paper cites FLUX.1-dev: A 12B Parameter Rectified Flow Transformer for Text- to-Image Generation.

HOComp: Interaction-Aware Human-Object Composition FLUX.1-dev: A 12B Parameter Rectified Flow Transformer for Text- to-Image Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.817354Z

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Observation c16919f3-1083-457a-8326-558826f3fe2c · outbound

This paper cites FLUX.1-Fill-dev: A 12B Parameter Rectified Flow Transformer for Inpainting and Outpainting.

HOComp: Interaction-Aware Human-Object Composition FLUX.1-Fill-dev: A 12B Parameter Rectified Flow Transformer for Inpainting and Outpainting

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.819691Z

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Observation 07b9bb78-7e67-48d1-ab58-e8a4ee7a79c1 · outbound

This paper cites Learning to detect human- object interactions.

HOComp: Interaction-Aware Human-Object Composition Learning to detect human- object interactions

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.823401Z

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Observation a14fc399-cdc0-432d-83ab-1876cacd0bc5 · outbound

This paper cites VirtualModel: Generating Object-ID-retentive Human-object Interaction Image by Diffusion Model for E-commerce Marketing.

HOComp: Interaction-Aware Human-Object Composition VirtualModel: Generating Object-ID-retentive Human-object Interaction Image by Diffusion Model for E-commerce Marketing

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.827735Z

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Observation 71e90b04-8313-468d-9f49-19e1ebd4b47f · outbound

This paper cites MureObjectStitch: Multi-reference Image Composition.

HOComp: Interaction-Aware Human-Object Composition MureObjectStitch: Multi-reference Image Composition

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.831665Z

Source-reported events for the cited work

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Observation a0d73fb8-a4e9-41f4-b47a-8df4998a5e72 · outbound

This paper cites Zero-shot image editing with reference imitation.

HOComp: Interaction-Aware Human-Object Composition Zero-shot image editing with reference imitation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.835950Z

Source-reported events for the cited work

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Observation 276243ef-989c-4e05-b2e9-303d1c154cb7 · outbound

This paper cites Anydoor: Zero-shot object-level image customization.

HOComp: Interaction-Aware Human-Object Composition Anydoor: Zero-shot object-level image customization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.838813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7c9f2e3-1128-46a8-b834-678c30e3a6bd · outbound

This paper cites UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics.

HOComp: Interaction-Aware Human-Object Composition UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.842385Z

Source-reported events for the cited work

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Observation b7ee04c4-05a0-4f79-ba76-6f5bd34eabde · outbound

This paper cites Freecom- pose: Generic zero-shot image composition with diffusion prior.

HOComp: Interaction-Aware Human-Object Composition Freecom- pose: Generic zero-shot image composition with diffusion prior

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.847815Z

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Observation 6a475883-7016-4dfc-a2ec-e9afb0e3bc01 · outbound

This paper cites CINEMA: Coherent Multi-Subject Video Generation via MLLM-Based Guidance.

HOComp: Interaction-Aware Human-Object Composition CINEMA: Coherent Multi-Subject Video Generation via MLLM-Based Guidance

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.852399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4165daa2-b811-4678-a41e-b2a04924021f · outbound

This paper cites Freecustom: Tuning-free customized image generation for multi-concept composition.

HOComp: Interaction-Aware Human-Object Composition Freecustom: Tuning-free customized image generation for multi-concept composition

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.856592Z

Source-reported events for the cited work

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Observation 6720d0b7-54fd-4909-83ef-943eaf455485 · outbound

This paper cites Wish you were here: Context-aware human generation.

HOComp: Interaction-Aware Human-Object Composition Wish you were here: Context-aware human generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.860076Z

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Observation 62d7d043-55c8-4833-9ab6-5a8d6f44cbf9 · outbound

This paper cites Mix-of-show: Decentralized low-rank adaptation for multi-concept customization of diffusion models.

HOComp: Interaction-Aware Human-Object Composition Mix-of-show: Decentralized low-rank adaptation for multi-concept customization of diffusion models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.864545Z

Source-reported events for the cited work

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Observation 8bfc216a-2152-4c65-9926-8e6e7bf65499 · outbound

This paper cites Affordance-Aware Object Insertion via Mask-Aware Dual Diffusion.

HOComp: Interaction-Aware Human-Object Composition Affordance-Aware Object Insertion via Mask-Aware Dual Diffusion

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.868938Z

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Observation d8a3a203-3c13-4f23-a701-25fbedd054a0 · outbound

This paper cites Clipscore: A reference-free evaluation metric for image captioning.

HOComp: Interaction-Aware Human-Object Composition Clipscore: A reference-free evaluation metric for image captioning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.872140Z

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Observation 2e72bdc0-083a-45fb-a6a7-05c7753de006 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium.

HOComp: Interaction-Aware Human-Object Composition Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.876044Z

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Observation 1a3ec387-9a9e-4346-9cef-e045f22dd502 · outbound

This paper cites Interactd- iffusion: Interaction control in text-to-image diffusion models.

HOComp: Interaction-Aware Human-Object Composition Interactd- iffusion: Interaction control in text-to-image diffusion models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.879982Z

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Observation 993078cc-1f6d-48bf-8198-c173378142b2 · outbound

This paper cites Viewdiff: 3d-consistent image generation with text-to-image models.

HOComp: Interaction-Aware Human-Object Composition Viewdiff: 3d-consistent image generation with text-to-image models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.883706Z

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Observation 8886dd1f-f97a-416c-95a3-0866569e45e1 · outbound

This paper cites Visual compositional learning for human-object interaction detection.

HOComp: Interaction-Aware Human-Object Composition Visual compositional learning for human-object interaction detection

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.888637Z

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Observation 73d05ac8-292f-4225-9cec-a4b7af85f2f9 · outbound

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

HOComp: Interaction-Aware Human-Object Composition Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.893852Z

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Observation e6d77a1c-518b-4342-9996-10517a50ea18 · outbound

This paper cites Personahoi: Effortlessly improving personalized face with human-object interaction generation.

HOComp: Interaction-Aware Human-Object Composition Personahoi: Effortlessly improving personalized face with human-object interaction generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.897617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7261d2b6-ba3a-42b0-8e1b-2d23c7935f55 · outbound

This paper cites Exploiting relationship for complex-scene image generation.

HOComp: Interaction-Aware Human-Object Composition Exploiting relationship for complex-scene image generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.901746Z

Source-reported events for the cited work

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Observation 8187005a-14c6-462b-9f67-4a3ba9334d54 · outbound

This paper cites DreamFuse: Adaptive Image Fusion with Diffusion Transformer.

HOComp: Interaction-Aware Human-Object Composition DreamFuse: Adaptive Image Fusion with Diffusion Transformer

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.907290Z

Source-reported events for the cited work

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Observation adaee832-258e-477e-bc5f-eaee05f6ee22 · outbound

This paper cites Learning disentangled identifiers for action-customized text-to-image generation.

HOComp: Interaction-Aware Human-Object Composition Learning disentangled identifiers for action-customized text-to-image generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.910447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ce4cb8b-b1fc-45ce-8dc4-fbb7bb7e00ff · outbound

This paper cites Reversion: Diffusion- based relation inversion from images.

HOComp: Interaction-Aware Human-Object Composition Reversion: Diffusion- based relation inversion from images

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.782812Z

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.

Observation d4776e48-b2a1-4f33-9ac4-7b64aa05c48d · outbound

This paper cites HunyuanVideo-HOMA: Generic Human-Object Interaction in Multimodal Driven Human Animation.

HOComp: Interaction-Aware Human-Object Composition HunyuanVideo-HOMA: Generic Human-Object Interaction in Multimodal Driven Human Animation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.916002Z

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Observation 21cadbf3-7552-4276-bafb-39d23715ffad · outbound

This paper cites Record: Reasoning and correcting diffusion for hoi generation.

HOComp: Interaction-Aware Human-Object Composition Record: Reasoning and correcting diffusion for hoi generation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.774309Z

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.

Observation bb6069d9-0fed-4005-a4b0-f1f72b9f9cf4 · outbound

This paper cites Dense text-to-image generation with attention modulation.

HOComp: Interaction-Aware Human-Object Composition Dense text-to-image generation with attention modulation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.766424Z

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.

Observation 42d2d036-a046-4627-b9b5-5e8c20f2a3fb · outbound

This paper cites Auto-Encoding Variational Bayes.

HOComp: Interaction-Aware Human-Object Composition Auto-Encoding Variational Bayes

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.922532Z

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Observation 9076c9fe-5d87-45a4-9264-0a5d32b7ce55 · outbound

This paper cites Omg: Occlusion-friendly personalized multi-concept generation in diffusion models.

HOComp: Interaction-Aware Human-Object Composition Omg: Occlusion-friendly personalized multi-concept generation in diffusion models

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.758149Z

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.

Observation 75f140a1-cea5-436a-b96a-7fcef0d545ae · outbound

This paper cites Multi- concept customization of text-to-image diffusion.

HOComp: Interaction-Aware Human-Object Composition Multi- concept customization of text-to-image diffusion

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.750131Z

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.

Observation 06eaf5da-ac7b-41e7-b1b1-f08918ee3b84 · outbound

This paper cites Bifrost: 3d-aware image compositing with language instructions.

HOComp: Interaction-Aware Human-Object Composition Bifrost: 3d-aware image compositing with language instructions

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.743059Z

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.

Observation 29a70a0d-4dd9-468a-afab-c715f02898d2 · outbound

This paper cites Tuning-free image customization with image and text guidance.

HOComp: Interaction-Aware Human-Object Composition Tuning-free image customization with image and text guidance

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.733724Z

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.

Observation 4d32225c-d0cc-4e08-9474-26a7554233d8 · outbound

This paper cites Gligen: Open-set grounded text-to-image generation.

HOComp: Interaction-Aware Human-Object Composition Gligen: Open-set grounded text-to-image generation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.725180Z

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.

Observation 1dca9f8e-bd4f-4adf-9ea5-871f14f24c6a · outbound

This paper cites V odiff: Controlling object visibility order in text-to-image generation.

HOComp: Interaction-Aware Human-Object Composition V odiff: Controlling object visibility order in text-to-image generation

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.717679Z

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.

Observation c00fb4a8-7d60-431e-aec0-32313ac32ead · outbound

This paper cites Movie Weaver: Tuning-Free Multi-Concept Video Personalization with Anchored Prompts.

HOComp: Interaction-Aware Human-Object Composition Movie Weaver: Tuning-Free Multi-Concept Video Personalization with Anchored Prompts

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:09:52.326566Z

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.

Observation 503ac487-5895-4966-82f5-cce8ddef8501 · outbound

This paper cites Non-confusing Generation of Customized Concepts in Diffusion Models.

HOComp: Interaction-Aware Human-Object Composition Non-confusing Generation of Customized Concepts in Diffusion Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.946426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 345f6a6d-7698-433d-b2a0-4e89dfffae21 · outbound

This paper cites Multitwine: Multi-object compositing with text and layout control.

HOComp: Interaction-Aware Human-Object Composition Multitwine: Multi-object compositing with text and layout control

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.708187Z

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.

Observation cc7642ca-0f65-423b-a358-cde7df09886c · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

HOComp: Interaction-Aware Human-Object Composition Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.952110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b9a9f26-62c3-4025-9d68-1e1a2eb0f3d1 · outbound

This paper cites Step1X-Edit: A Practical Framework for General Image Editing.

HOComp: Interaction-Aware Human-Object Composition Step1X-Edit: A Practical Framework for General Image Editing

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.955415Z

Source-reported events for the cited work

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Observation af1ef0c8-436b-4f78-8477-caf19687093a · outbound

This paper cites Cones 2: Customizable image synthesis with multiple subjects.

HOComp: Interaction-Aware Human-Object Composition Cones 2: Customizable image synthesis with multiple subjects

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.699844Z

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.

Observation c011002a-5c92-4a15-8892-3f02667b8676 · outbound

This paper cites Customizable image synthesis with multiple subjects.

HOComp: Interaction-Aware Human-Object Composition Customizable image synthesis with multiple subjects

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.690717Z

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.

Observation 1f983e4d-8462-423e-a32e-f391be661b7f · outbound

This paper cites Tf-icon: Diffusion-based training-free cross-domain image composition.

HOComp: Interaction-Aware Human-Object Composition Tf-icon: Diffusion-based training-free cross-domain image composition

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.682514Z

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.

Observation 7d7c8db5-4b94-4942-992e-8077c94648ca · outbound

This paper cites Midjourney official website, 2025.

HOComp: Interaction-Aware Human-Object Composition Midjourney official website, 2025

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.674659Z

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.

Observation c3452eeb-f38e-43e1-a68b-2edc40bb3c6e · outbound

This paper cites KnobGen: Controlling the Sophistication of Artwork in Sketch-Based Diffusion Models.

HOComp: Interaction-Aware Human-Object Composition KnobGen: Controlling the Sophistication of Artwork in Sketch-Based Diffusion Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.971446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4b9a08b-1723-4573-8cbe-2879831a12e4 · outbound

This paper cites ChatGPT (model 4o).

HOComp: Interaction-Aware Human-Object Composition ChatGPT (model 4o)

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.666093Z

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.

Observation 13728ab1-97ad-4454-8061-328573ef80bc · outbound

This paper cites Dinov2: Learning robust visual features without supervision.

HOComp: Interaction-Aware Human-Object Composition Dinov2: Learning robust visual features without supervision

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.659499Z

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.

Observation eaca2cea-2cf9-44c6-b097-271b3cb8f025 · outbound

This paper cites Text2place: Affordance- aware text guided human placement.

HOComp: Interaction-Aware Human-Object Composition Text2place: Affordance- aware text guided human placement

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.651994Z

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.

Observation 56864d56-b00c-4d37-8773-9234312d0c0c · outbound

This paper cites Zero-shot image-to-image translation.

HOComp: Interaction-Aware Human-Object Composition Zero-shot image-to-image translation

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.643637Z

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.

Observation f5464fc4-6f71-4e3b-b791-0b205276ee35 · outbound

This paper cites λ-eclipse: Multi-concept personalized text-to-image diffusion models by leveraging clip latent space.

HOComp: Interaction-Aware Human-Object Composition λ-eclipse: Multi-concept personalized text-to-image diffusion models by leveraging clip latent space

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.634351Z

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.

Observation dc234698-b939-4eec-881a-dc0171dde865 · outbound

This paper cites Scalable diffusion models with transformers.

HOComp: Interaction-Aware Human-Object Composition Scalable diffusion models with transformers

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:51.995141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 702a73d5-6006-44fe-b065-6f2d144f8b89 · outbound

This paper cites Tale: Training-free cross-domain image compo- sition via adaptive latent manipulation and energy-guided optimization.

HOComp: Interaction-Aware Human-Object Composition Tale: Training-free cross-domain image compo- sition via adaptive latent manipulation and energy-guided optimization

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.620670Z

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.

Observation 503750af-c2b3-4e65-9a6c-c30c9c28e283 · outbound

This paper cites Learning transferable visual models from natural language supervision.

HOComp: Interaction-Aware Human-Object Composition Learning transferable visual models from natural language supervision

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.001379Z

Source-reported events for the cited work

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Observation 1b2a1a8d-c16b-45ce-a9a9-00cfb544e2b1 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

HOComp: Interaction-Aware Human-Object Composition SAM 2: Segment Anything in Images and Videos

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.004807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4622964-fb1a-4638-b594-15c73309c29b · outbound

This paper cites Relightful harmonization: Lighting-aware portrait background replacement.

HOComp: Interaction-Aware Human-Object Composition Relightful harmonization: Lighting-aware portrait background replacement

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.609403Z

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.

Observation 4d553b18-9d5f-48d9-be37-419847459179 · outbound

This paper cites Magic Insert: Style-Aware Drag-and-Drop.

HOComp: Interaction-Aware Human-Object Composition Magic Insert: Style-Aware Drag-and-Drop

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.011646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf0b856f-3bc8-4215-b440-68c5e4f1569e · outbound

This paper cites Clic: Concept learning in context.

HOComp: Interaction-Aware Human-Object Composition Clic: Concept learning in context

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.601949Z

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.

Observation f359e179-9697-4b0e-8b8a-36d140db4a16 · outbound

This paper cites Dreamrelation: Bridging customization and relation generation.

HOComp: Interaction-Aware Human-Object Composition Dreamrelation: Bridging customization and relation generation

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.592306Z

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.

Observation 21daeac7-cf4e-40c9-8a3c-12851d850d14 · outbound

This paper cites Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.

HOComp: Interaction-Aware Human-Object Composition Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.022125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57c960d5-28b2-4f3f-9a97-2ddaa2697eae · outbound

This paper cites Insert Anything: Image Insertion via In-Context Editing in DiT.

HOComp: Interaction-Aware Human-Object Composition Insert Anything: Image Insertion via In-Context Editing in DiT

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.025934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03a069b7-71c9-4cee-ba5e-4ffc29083fc1 · outbound

This paper cites Objectstitch: Object compositing with diffusion model.

HOComp: Interaction-Aware Human-Object Composition Objectstitch: Object compositing with diffusion model

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.584587Z

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.

Observation 2d55c796-6530-4dcb-9286-202a46492679 · outbound

This paper cites Imprint: Generative object compositing by learning identity-preserving representation.

HOComp: Interaction-Aware Human-Object Composition Imprint: Generative object compositing by learning identity-preserving representation

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.577372Z

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.

Observation e413a9c6-ed14-4ac8-9f52-869b501e09cf · outbound

This paper cites InteractPro: A Unified Framework for Motion-Aware Image Composition.

HOComp: Interaction-Aware Human-Object Composition InteractPro: A Unified Framework for Motion-Aware Image Composition

Reference 65

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:09:52.274742Z

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.

Observation b8f52c38-0ac2-4196-94a9-df380c6c979d · outbound

This paper cites Thinking Outside the BBox: Unconstrained Generative Object Compositing.

HOComp: Interaction-Aware Human-Object Composition Thinking Outside the BBox: Unconstrained Generative Object Compositing

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.039883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1ef27a9-0d41-4a38-afc9-c6599ebdb142 · outbound

This paper cites Key-locked rank one editing for text-to-image personalization.

HOComp: Interaction-Aware Human-Object Composition Key-locked rank one editing for text-to-image personalization

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.568641Z

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.

Observation b72d1a01-eb1f-4750-88f5-29d4ae36769a · outbound

This paper cites MIGE: Mutually Enhanced Multimodal Instruction-Based Image Generation and Editing.

HOComp: Interaction-Aware Human-Object Composition MIGE: Mutually Enhanced Multimodal Instruction-Based Image Generation and Editing

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.047840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8e7b813-4b1a-4d4e-b884-96cb7b791df8 · outbound

This paper cites Sv3d: Novel multi-view synthesis and 3d generation from a single image using latent video diffusion.

HOComp: Interaction-Aware Human-Object Composition Sv3d: Novel multi-view synthesis and 3d generation from a single image using latent video diffusion

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.560549Z

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.

Observation 0e28d8ae-57fc-4f0f-9097-bcc7a67cc72a · outbound

This paper cites UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer.

HOComp: Interaction-Aware Human-Object Composition UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.055327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b382ba05-d73c-4728-9785-9a213ceaca1e · outbound

This paper cites DreamActor-H1: High-Fidelity Human-Product Demonstration Video Generation via Motion-designed Diffusion Transformers.

HOComp: Interaction-Aware Human-Object Composition DreamActor-H1: High-Fidelity Human-Product Demonstration Video Generation via Motion-designed Diffusion Transformers

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.059140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08233f5d-4e60-4a72-af9b-b06ba6bb2442 · outbound

This paper cites Ms-diffusion: Multi- subject zero-shot image personalization with layout guidance.

HOComp: Interaction-Aware Human-Object Composition Ms-diffusion: Multi- subject zero-shot image personalization with layout guidance

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.551975Z

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.

Observation 25ba812d-a5a1-4d4d-8248-9431b24a4573 · outbound

This paper cites MagicFace: Training-free Universal-Style Human Image Customized Synthesis.

HOComp: Interaction-Aware Human-Object Composition MagicFace: Training-free Universal-Style Human Image Customized Synthesis

Reference 73

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:09:52.244758Z

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.

Observation 7051b153-49b1-490e-9a43-862a5a64f864 · outbound

This paper cites Primecomposer: Faster progres- sively combined diffusion for image composition with attention steering.

HOComp: Interaction-Aware Human-Object Composition Primecomposer: Faster progres- sively combined diffusion for image composition with attention steering

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.540111Z

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.

Observation 842b2310-9005-47d2-9831-2c5b3512871e · outbound

This paper cites Genartist: Multimodal llm as an agent for unified image generation and editing.

HOComp: Interaction-Aware Human-Object Composition Genartist: Multimodal llm as an agent for unified image generation and editing

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.531545Z

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.

Observation 8f67df96-7107-4fb7-bbda-94e3422c2cf0 · outbound

This paper cites Bovik, Hamid R.

HOComp: Interaction-Aware Human-Object Composition Bovik, Hamid R

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.524530Z

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.

Observation 9cf37dbe-199e-4135-bb5c-e83c83eb9bda · outbound

This paper cites DreamRelation: Relation-Centric Video Customization.

HOComp: Interaction-Aware Human-Object Composition DreamRelation: Relation-Centric Video Customization

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.079999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78cf577c-67e9-46d4-98df-7b5f9215cbc2 · outbound

This paper cites Objectdrop: Bootstrapping counterfactuals for photorealistic object removal and insertion.

HOComp: Interaction-Aware Human-Object Composition Objectdrop: Bootstrapping counterfactuals for photorealistic object removal and insertion

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.515245Z

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.

Observation bd7641f1-f00b-4fed-acf5-c73b20daf700 · outbound

This paper cites ObjectMate: A Recurrence Prior for Object Insertion and Subject-Driven Generation.

HOComp: Interaction-Aware Human-Object Composition ObjectMate: A Recurrence Prior for Object Insertion and Subject-Driven Generation

Reference 79

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:09:52.226241Z

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.

Observation 878baf73-971e-42be-b096-699708387510 · outbound

This paper cites FlipConcept: Tuning-Free Multi-Concept Personalization for Text-to-Image Generation.

HOComp: Interaction-Aware Human-Object Composition FlipConcept: Tuning-Free Multi-Concept Personalization for Text-to-Image Generation

Reference 80

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:09:52.214972Z

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.

Observation 5434697e-7de5-44a1-a75d-6c7343bc95de · outbound

This paper cites Grok 3: The age of reasoning agents.

HOComp: Interaction-Aware Human-Object Composition Grok 3: The age of reasoning agents

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.506846Z

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.

Observation 742dda4c-5e05-4442-b001-820d7382c49f · outbound

This paper cites Fastcom- poser: Tuning-free multi-subject image generation with localized attention.

HOComp: Interaction-Aware Human-Object Composition Fastcom- poser: Tuning-free multi-subject image generation with localized attention

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.497338Z

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.

Observation 5d8f95d4-0baf-458b-ba27-b3ca9b9468a9 · outbound

This paper cites Omnigen: Unified image generation.

HOComp: Interaction-Aware Human-Object Composition Omnigen: Unified image generation

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.489168Z

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.

Observation ed5c4d0d-5c6f-45f0-91a5-816dd67ca666 · outbound

This paper cites AnchorCrafter: Animate Cyber-Anchors Selling Your Products via Human-Object Interacting Video Generation.

HOComp: Interaction-Aware Human-Object Composition AnchorCrafter: Animate Cyber-Anchors Selling Your Products via Human-Object Interacting Video Generation

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.104100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 224c3492-320e-4327-a3c6-18187db0f485 · outbound

This paper cites Dccf: Deep comprehensible color filter learning framework for high-resolution image harmonization.

HOComp: Interaction-Aware Human-Object Composition Dccf: Deep comprehensible color filter learning framework for high-resolution image harmonization

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.480129Z

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.

Observation 2955b0e1-be60-4b83-b110-b630a5dbe3c8 · outbound

This paper cites Hoi-swap: Swapping objects in videos with hand-object interaction awareness.

HOComp: Interaction-Aware Human-Object Composition Hoi-swap: Swapping objects in videos with hand-object interaction awareness

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.472510Z

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.

Observation 0f3d2f42-e8b9-4dc8-8752-e5782521f395 · outbound

This paper cites Paint by example: Exemplar-based image editing with diffusion models.

HOComp: Interaction-Aware Human-Object Composition Paint by example: Exemplar-based image editing with diffusion models

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.463089Z

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.

Observation fa23813d-8958-4446-97ca-8688d5b32dc3 · outbound

This paper cites Person in place: Generating associative skeleton-guidance maps for human-object interaction image editing.

HOComp: Interaction-Aware Human-Object Composition Person in place: Generating associative skeleton-guidance maps for human-object interaction image editing

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.454786Z

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.

Observation ba2ec26e-c7d1-4c4d-b5e9-c7b859cd82ff · outbound

This paper cites Effective whole-body pose estimation with two-stages distillation.

HOComp: Interaction-Aware Human-Object Composition Effective whole-body pose estimation with two-stages distillation

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.447059Z

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.

Observation 843460e8-3291-412b-8ce5-530fe2e8dd60 · outbound

This paper cites FreeGraftor: Training-Free Cross-Image Feature Grafting for Subject-Driven Text-to-Image Generation.

HOComp: Interaction-Aware Human-Object Composition FreeGraftor: Training-Free Cross-Image Feature Grafting for Subject-Driven Text-to-Image Generation

Reference 90

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:09:52.198656Z

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.

Observation ddc3259b-f62c-4e78-a57d-893cc3f6f534 · outbound

This paper cites Affordance diffusion: Synthesizing hand-object interactions.

HOComp: Interaction-Aware Human-Object Composition Affordance diffusion: Synthesizing hand-object interactions

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.438509Z

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.

Observation 69a70a52-ee82-4d25-a2f4-d6bb15454f2f · outbound

This paper cites OmniPaint: Mastering Object-Oriented Editing via Disentangled Insertion-Removal Inpainting.

HOComp: Interaction-Aware Human-Object Composition OmniPaint: Mastering Object-Oriented Editing via Disentangled Insertion-Removal Inpainting

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.131280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 323b2a96-368a-458a-a254-e9d5062a32f7 · outbound

This paper cites ControlCom: Controllable Image Composition using Diffusion Model.

HOComp: Interaction-Aware Human-Object Composition ControlCom: Controllable Image Composition using Diffusion Model

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.134602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 251f5808-ef23-4ad5-a884-839ceaa2375a · outbound

This paper cites Efficient two-stage detection of human- object interactions with a novel unary-pairwise transformer.

HOComp: Interaction-Aware Human-Object Composition Efficient two-stage detection of human- object interactions with a novel unary-pairwise transformer

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.428694Z

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.

Observation 6a1832b4-0344-40b9-be35-d68a9b728697 · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

HOComp: Interaction-Aware Human-Object Composition Adding conditional control to text-to-image diffusion models

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.419531Z

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.

Observation 4d36eb50-8154-410c-9d21-1f4455b981d1 · outbound

This paper cites MotionCrafter: One-Shot Motion Customization of Diffusion Models.

HOComp: Interaction-Aware Human-Object Composition MotionCrafter: One-Shot Motion Customization of Diffusion Models

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-06T15:09:52.143508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e4d8efb-af13-4f2b-bb61-50d5a1b8b4ed · outbound

This paper cites A woman is holding an apple with one.

HOComp: Interaction-Aware Human-Object Composition A woman is holding an apple with one

Reference 97

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T15:09:52.410538Z

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.

Observation 3538ce11-bd4b-4aef-82c6-afe92e09deb3 · outbound

This paper cites Please analyze and describe a suitable type of interaction between them and generate a simple prompt for this interaction.

HOComp: Interaction-Aware Human-Object Composition Please analyze and describe a suitable type of interaction between them and generate a simple prompt for this interaction

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.401474Z

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.

Observation 58cdeedb-a4cc-44b5-a7a6-5246c15fda4b · outbound

This paper cites Please describe the position of the foreground object and give bounding box coordinates so that it aligns with the specified interaction.

HOComp: Interaction-Aware Human-Object Composition Please describe the position of the foreground object and give bounding box coordinates so that it aligns with the specified interaction

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:09:52.390589Z

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.

Observation ba384412-8187-46d4-bab2-673fe9c5679d · outbound

This paper cites A woman is riding a horse.

HOComp: Interaction-Aware Human-Object Composition A woman is riding a horse

Reference 100

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T15:09:52.379525Z

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.

Coverage vector

Reference resolution

Outbound references

Pith citing papers