PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion | Paper Citation Record

Observation 426fd83e-9562-4059-bbea-61f596be7694 · outbound

This paper cites Github, https: //github.com/deepinsight/insightface.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Github, https: //github.com/deepinsight/insightface

Reference 1

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Observation 753ee7ff-0ebe-40f6-86ff-cdb6a87cb0ab · outbound

This paper cites A neural space-time representation for text-to- image personalization.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion A neural space-time representation for text-to- image personalization

Reference 2

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Observation cd88dcd8-5870-4064-9d15-4609ba89e3a0 · outbound

This paper cites frosting-lane-lora-sdxl.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion frosting-lane-lora-sdxl

Reference 3

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Observation 4b6b610c-f6f6-4dd0-b123-fa920292a876 · outbound

This paper cites gemini-anime-lora-sdxl.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion gemini-anime-lora-sdxl

Reference 4

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Observation 68fd6efb-ebde-4312-87bf-839afa80dc4b · outbound

This paper cites painting-light-lora-sdxl.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion painting-light-lora-sdxl

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.003285Z

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Observation d250b9d3-db81-47bf-a2d4-7f88f889ce6e · outbound

This paper cites softpastel-anime-lora-sdxl.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion softpastel-anime-lora-sdxl

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.007961Z

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Observation b36d6e6d-4534-4d8b-807a-604a0f117a9f · outbound

This paper cites 2d human pose estimation: New benchmark and state of the art analysis.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion 2d human pose estimation: New benchmark and state of the art analysis

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.012855Z

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Observation 1dc105e8-ac87-4553-af79-426fbb8f6a2f · outbound

This paper cites an unresolved cited work.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Unresolved cited work

Reference 8

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Observation ce9a711c-c52e-4132-b35e-a8baab835da9 · outbound

This paper cites Break-A-Scene: Extracting Multiple Concepts from a Single Image.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Break-A-Scene: Extracting Multiple Concepts from a Single Image

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.022753Z

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Observation 4470d8ed-4718-42f8-8d65-1e423f4d7f96 · outbound

This paper cites MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.027417Z

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Observation 915f26fa-9843-4932-a5a5-6a16ffc72c1f · outbound

This paper cites Multi-hmr: Multi-person whole-body hu- man mesh recovery in a single shot.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Multi-hmr: Multi-person whole-body hu- man mesh recovery in a single shot

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.032106Z

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Observation 93ccb26a-f664-4e79-a555-5fc34930b6dd · outbound

This paper cites Multi-hmr: Multi-person whole-body human mesh recovery in a single shot.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Multi-hmr: Multi-person whole-body human mesh recovery in a single shot

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.036219Z

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Observation b4e62cc8-ebc6-4051-9125-b79c704fb5a5 · outbound

This paper cites Improving image generation with better captions.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Improving image generation with better captions

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.040630Z

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Observation d0bde950-98c8-43d3-8961-b209a24ed455 · outbound

This paper cites Demystifying mmd gans.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Demystifying mmd gans

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.045067Z

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Observation e0c4b48e-e25d-4f72-91f7-df6f9f4cef9e · outbound

This paper cites graphic-novel-illustration-lora-sdxl.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion graphic-novel-illustration-lora-sdxl

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.050575Z

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Observation cca2a8b8-0492-455d-9366-defec5c53d85 · outbound

This paper cites Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-12T11:36:18.246034Z

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Observation 3348da68-3b17-4135-9a5c-562514822881 · outbound

This paper cites Realtime multi-person 2d pose estimation using part affinity fields.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Realtime multi-person 2d pose estimation using part affinity fields

Reference 17

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Observation c8e01ad5-c9fd-48bc-be86-63b02a954688 · outbound

This paper cites InstructBooth: Instruction-following Personalized Text-to-Image Generation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion InstructBooth: Instruction-following Personalized Text-to-Image Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.065669Z

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Observation f26cb520-2b88-4fdf-83f8-012b82ebe768 · outbound

This paper cites Subject-driven Text-to-Image Generation via Apprenticeship Learning.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Subject-driven Text-to-Image Generation via Apprenticeship Learning

Reference 19

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Observation 9cbf94f6-7429-4b73-91d6-99d70c5ed5b9 · outbound

This paper cites AnyDoor: Zero-shot Object-level Image Customization.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion AnyDoor: Zero-shot Object-level Image Customization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.075999Z

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Observation 8588b855-4e4f-4449-8232-8a87fa45124a · outbound

This paper cites Custom-Edit: Text-Guided Image Editing with Customized Diffusion Models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Custom-Edit: Text-Guided Image Editing with Customized Diffusion Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.081135Z

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Observation e4c00da7-945f-40de-8bec-3f36d4d29510 · outbound

This paper cites An im- age is worth one word: Personalizing text-to-image generation using textual inversion.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion An im- age is worth one word: Personalizing text-to-image generation using textual inversion

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.086527Z

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Observation e1da887a-f74f-42e4-9bcb-bfa1567319de · outbound

This paper cites Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models

Reference 23

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Observation 9af5a5de-9d41-43c6-bacb-cd1aa8db1ce9 · outbound

This paper cites Encoder-based domain tuning for fast personalization of text-to-image models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Encoder-based domain tuning for fast personalization of text-to-image models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.097072Z

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Observation 607a17a7-fad2-40d8-85ca-0abbe5463982 · outbound

This paper cites Talecrafter: Interactive story visualization with multiple characters.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Talecrafter: Interactive story visualization with multiple characters

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.101680Z

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Observation d55edbb1-89b3-49b3-833e-f7b71ace03e2 · outbound

This paper cites 3d-render-style-lora-sdxl.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion 3d-render-style-lora-sdxl

Reference 26

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Observation 9cce82f2-2ce9-4517-942b-24678e816ed7 · outbound

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

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Mix-of-show: Decentralized low- rank adaptation for multi-concept customization of diffusion models

Reference 27

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Observation 1e8eb556-ab2a-411e-b65e-86c6624e1848 · outbound

This paper cites Densepose: Dense human pose estimation in the wild.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Densepose: Dense human pose estimation in the wild

Reference 28

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Observation 3e9f18da-da85-472b-a07b-f04ed3c5800a · outbound

This paper cites SVDiff: Compact Parameter Space for Diffusion Fine-Tuning.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion SVDiff: Compact Parameter Space for Diffusion Fine-Tuning

Reference 29

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Observation 78cfd71d-d4f5-4566-91de-14ccb92252a1 · outbound

This paper cites ViCo: Plug-and-play Visual Condition for Personalized Text-to-image Generation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion ViCo: Plug-and-play Visual Condition for Personalized Text-to-image Generation

Reference 30

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Observation 038446ac-bd5e-43e1-a622-94d5b9954e95 · outbound

This paper cites UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.128290Z

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Observation 61e544a3-b8ea-4be9-bc51-b7fd6410dc94 · outbound

This paper cites A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.132318Z

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Observation 483b3cb2-b19f-4cab-a9d7-a89b5c662d48 · outbound

This paper cites Denoising diffu- sion probabilistic models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Denoising diffu- sion probabilistic models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.136699Z

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Observation 9ea45273-fd77-4eeb-a19f-13f862c5185c · outbound

This paper cites Lora: Low-rank adaptation of large language models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Lora: Low-rank adaptation of large language models

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.869755Z

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Observation be4734c0-58dd-4807-910c-6b796183690c · outbound

This paper cites an unresolved cited work.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:36:18.853618Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 783a5995-ec40-4b2e-abff-ed67a9c1f40a · outbound

This paper cites Whole-body human pose estimation in the wild.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Whole-body human pose estimation in the wild

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.150044Z

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Observation 7c6dcc5a-f9a9-4086-a1d3-1c9b3dc6e411 · outbound

This paper cites Humansd: A native skeleton-guided diffusion model for human image generation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Humansd: A native skeleton-guided diffusion model for human image generation

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.826199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 04c42453-a608-44e7-a252-690c9c23b2e7 · outbound

This paper cites Focusclip: Multimodal subject-level guid- ance for zero-shot transfer in human-centric tasks, 2024.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Focusclip: Multimodal subject-level guid- ance for zero-shot transfer in human-centric tasks, 2024

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.810896Z

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Observation 992d6377-8c62-4651-8abc-9c3c88bde25b · outbound

This paper cites Datid-3d: Diversity- preserved domain adaptation using text-to-image diffusion for 3d generative model.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Datid-3d: Diversity- preserved domain adaptation using text-to-image diffusion for 3d generative model

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.796277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bd6af82e-8aa3-4361-80bb-8fab946a79b3 · outbound

This paper cites Dif- fusionclip: Text-guided diffusion models for robust image manipulation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Dif- fusionclip: Text-guided diffusion models for robust image manipulation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.781989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0d7c4fb4-407b-4c64-8e0b-ad3e4aafabfa · outbound

This paper cites Podia- 3d: Domain adaptation of 3d generative model across large domain gap using pose-preserved text-to-image diffusion.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Podia- 3d: Domain adaptation of 3d generative model across large domain gap using pose-preserved text-to-image diffusion

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.767625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e00a2407-ef2c-4c71-8817-462677f82829 · outbound

This paper cites Beyondscene: Higher-resolution human- centric scene generation with pretrained diffusion.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Beyondscene: Higher-resolution human- centric scene generation with pretrained diffusion

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.753092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ef7cbbc0-6095-48f8-9d39-980fdf6c733a · outbound

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

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Omg: Occlusion-friendly personalized multi-concept generation in diffusion models

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.738281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1a9c5ac6-65be-4075-8283-183934958420 · outbound

This paper cites Inference code for omg + instantid.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Inference code for omg + instantid

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.724061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1cabf55d-34c7-4467-922c-2bf70c40988e · outbound

This paper cites VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.191697Z

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Unavailable: canonical work link unavailable.

Observation 77348b42-8993-40e4-967d-079514d6b8ed · outbound

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

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Multi-concept customization of text- to-image diffusion

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.708349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bdb084cf-a104-4bf1-8db5-30d8bb87debd · outbound

This paper cites Applying guidance in a limited interval improves sample and distribution quality in diffusion models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Applying guidance in a limited interval improves sample and distribution quality in diffusion models

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.693374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a5c651ba-8356-4615-84df-0562c4a8c606 · outbound

This paper cites an unresolved cited work.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:36:18.678652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0ef639a9-3356-43b8-828c-3ceabf8f8d64 · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.211813Z

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Observation 52fd6b9c-bc7b-4cb8-adfa-a64bd58b02ae · outbound

This paper cites PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.217282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9be64216-b379-4d2f-afbe-b214105412b4 · outbound

This paper cites HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.222723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4466a835-3695-4d69-97fe-ab18d1bea398 · outbound

This paper cites Cones 2: Customizable Image Synthesis with Multiple Subjects.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Cones 2: Customizable Image Synthesis with Multiple Subjects

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.228498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d73ee67d-3616-4ff7-9048-573054004a69 · outbound

This paper cites an unresolved cited work.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:36:18.663233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a5d99e01-48cf-4088-a13b-c0c89d107815 · outbound

This paper cites Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image Generation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image Generation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.238796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af3a6329-8a88-48cf-b447-966d51c6aa23 · outbound

This paper cites MIMO: Controllable Character Video Synthesis with Spatial Decomposed Modeling.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion MIMO: Controllable Character Video Synthesis with Spatial Decomposed Modeling

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.243229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98d01d11-32cf-4bbc-a0a2-579bd263e3d1 · outbound

This paper cites T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.248169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5851c2ba-7a13-4a1a-86a1-da08f274974b · outbound

This paper cites pixel-portraits-lora-sdxl.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion pixel-portraits-lora-sdxl

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.647666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d85ec2c6-9d9f-4d29-a878-044adeac8868 · outbound

This paper cites jojo-style-lora-sdxl.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion jojo-style-lora-sdxl

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.633265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 52fa47dc-18d4-405a-9c21-3ceffa87e15e · outbound

This paper cites crayon-style-lora-sdxl.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion crayon-style-lora-sdxl

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.618950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2e4207c5-b218-4bb4-956c-c22cc936dbf4 · outbound

This paper cites Cross Initialization for Personalized Text-to-Image Generation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Cross Initialization for Personalized Text-to-Image Generation

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-08-12T11:36:17.945443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 24a25649-c155-484b-9526-44c46838f9b8 · outbound

This paper cites an unresolved cited work.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:36:18.604726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8b8cc23f-b514-46f7-9e45-e661ec481585 · outbound

This paper cites Smpl made simple faqs.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Smpl made simple faqs

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.589140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a249f8b5-5375-4eb1-82a2-2e64964a3f35 · outbound

This paper cites Orthogonal Adaptation for Modular Customization of Diffusion Models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Orthogonal Adaptation for Modular Customization of Diffusion Models

Reference 63

Resolution: verified exact; local_arxiv, observed 2026-08-12T11:36:17.922931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d3b7439d-4a39-4b8d-b768-ae86b908920f · outbound

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

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.285075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ce6630c-1577-4d94-af56-7b010491a2c8 · outbound

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

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Learning transferable visual models from natural language supervision

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.574822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c41bf674-5fc9-4544-8b29-8e9ad2871ea8 · outbound

This paper cites Dreambooth: Fine tuning text-to-image diffusion models for subject-driven gen- eration.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Dreambooth: Fine tuning text-to-image diffusion models for subject-driven gen- eration

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.559232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7b30e871-c271-4e8d-8cbc-eff4b980e793 · outbound

This paper cites HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.299764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acdf6baf-aee6-4b05-89d1-f83ab9c7c447 · outbound

This paper cites Eliminating oversaturation and artifacts of high guidance scales in diffusion models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Eliminating oversaturation and artifacts of high guidance scales in diffusion models

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.542815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7bfc6fcb-d96f-4c30-92d9-b766cf852459 · outbound

This paper cites Pho- torealistic text-to-image diffusion models with deep language understanding.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Pho- torealistic text-to-image diffusion models with deep language understanding

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.527419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9cdcd933-6a90-4eda-b337-72a2e6e5b80b · outbound

This paper cites Improved techniques for training gans.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Improved techniques for training gans

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.315530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7a60a4c-b087-4afb-9dde-2fa93ba19a6d · outbound

This paper cites Facenet: A unified embedding for face recognition and clus- tering.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Facenet: A unified embedding for face recognition and clus- tering

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.500761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 04ba35a1-3ec0-459f-9b4f-7f30e9df0ddb · outbound

This paper cites Rethinking the spatial inconsistency in classifier- free diffusion guidance.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Rethinking the spatial inconsistency in classifier- free diffusion guidance

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.486034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 27f6efe6-7c22-46fd-9f74-9ac20115f564 · outbound

This paper cites InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.330192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89e01bf5-bbd2-44f8-99b4-98886af0b7dd · outbound

This paper cites Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.335611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dcdc2f1-549d-4f77-8555-2ca34a61bf0e · outbound

This paper cites Denoising diffusion implicit models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Denoising diffusion implicit models

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.471315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d70f9043-b2f7-4291-a9e7-44b88fa3e390 · outbound

This paper cites pokemon-trainer-sprite-pixelart-lora-sdxl.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion pokemon-trainer-sprite-pixelart-lora-sdxl

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.456912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5a6540e7-28b7-4c6d-a094-d57774d64c38 · outbound

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

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Key-locked rank one editing for text-to-image personalization

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.443053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 475b44a3-9ddd-43bc-a474-cd74e76f6d8a · outbound

This paper cites Concept decomposition for visual exploration and inspiration.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Concept decomposition for visual exploration and inspiration

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.428630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a0225289-74de-4e69-8279-127ffe9828c9 · outbound

This paper cites P+: Extended Textual Conditioning in Text-to-Image Generation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion P+: Extended Textual Conditioning in Text-to-Image Generation

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.359281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 322af623-9b57-422c-bcaf-0936ab2ff3d5 · outbound

This paper cites Stable-pose: Lever- aging transformers for pose-guided text-to-image generation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Stable-pose: Lever- aging transformers for pose-guided text-to-image generation

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.414377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 43059d2f-f964-4768-bdff-72a1fd78af5e · outbound

This paper cites InstantID: Zero-shot Identity-Preserving Generation in Seconds.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion InstantID: Zero-shot Identity-Preserving Generation in Seconds

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.367958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23df6c38-26e2-4dcc-9ceb-724774153503 · outbound

This paper cites Instantid: Zero-shot identity-preserving generation in seconds, 2024.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Instantid: Zero-shot identity-preserving generation in seconds, 2024

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.399975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 630cb608-16f1-44db-b777-b835ebd84150 · outbound

This paper cites MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.376187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8522b030-20fc-49af-9d69-6cb3556527ae · outbound

This paper cites ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.380384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cba704c-9264-41a5-9a43-29aac736ed20 · outbound

This paper cites FastComposer: Tuning-Free Multi-Subject Image Generation with Localized Attention.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion FastComposer: Tuning-Free Multi-Subject Image Generation with Localized Attention

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.384831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a57e7612-2340-438c-a9bb-aad648d5c2b0 · outbound

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

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Fastcomposer: Tuning-free multi- subject image generation with localized attention

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.385639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 175c65fa-2a6b-4cee-a7d3-40e09f0ed48a · outbound

This paper cites Controlnet-union-sdxl-1.0.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Controlnet-union-sdxl-1.0

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.369925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 76560a9d-81c9-4592-9044-5b7d23ac84a8 · outbound

This paper cites FaceStudio: Put Your Face Everywhere in Seconds.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion FaceStudio: Put Your Face Everywhere in Seconds

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.397429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7d3b1d1-5d11-432a-9c72-3a6298fef6a0 · outbound

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

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Effec- tive whole-body pose estimation with two-stages distillation

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.353968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 03ff812d-e635-46b6-98a2-5f4d41b87580 · outbound

This paper cites Ip- adapter: Text compatible image prompt adapter for text-to- image diffusion models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Ip- adapter: Text compatible image prompt adapter for text-to- image diffusion models

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.338342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 87365d4e-172b-4fe8-99cb-897179224fc6 · outbound

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

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Adding conditional control to text-to-image diffusion models

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.322768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f2cacbeb-37e1-4601-be43-d0e77ce8014a · outbound

This paper cites Compositional Inversion for Stable Diffusion Models.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Compositional Inversion for Stable Diffusion Models

Reference 92

Resolution: verified exact; local_arxiv, observed 2026-08-12T11:36:17.626832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5a1df828-0dc0-4c83-aad7-c0373aff3207 · outbound

This paper cites ID-Patch: Robust ID Association for Group Photo Personalization.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion ID-Patch: Robust ID Association for Group Photo Personalization

Reference 93

Resolution: verified exact; local_arxiv, observed 2026-08-12T11:36:17.602786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9b55eb0f-d0d7-4080-970b-d34aace0f2f3 · outbound

This paper cites CatVersion: Concatenating Embeddings for Diffusion-Based Text-to-Image Personalization.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion CatVersion: Concatenating Embeddings for Diffusion-Based Text-to-Image Personalization

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.426782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 370f8bc3-06c8-4d55-b768-a7525cb5e09c · outbound

This paper cites Customization Assistant for Text-to-image Generation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Customization Assistant for Text-to-image Generation

Reference 95

Resolution: verified exact; local_arxiv, observed 2026-08-12T11:36:17.562046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5ce7c141-38b3-45e7-9d36-02c70524c91b · outbound

This paper cites Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.438089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88795212-3cdb-45f9-a00f-ce41496b1ac4 · outbound

This paper cites StoryMaker: Towards Holistic Consistent Characters in Text-to-image Generation.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion StoryMaker: Towards Holistic Consistent Characters in Text-to-image Generation

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.445025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beddf847-c7c4-4c0c-befc-277a72bdee0a · outbound

This paper cites Champ: Controllable and Consistent Human Image Animation with 3D Parametric Guidance.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion Champ: Controllable and Consistent Human Image Animation with 3D Parametric Guidance

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-12T11:36:17.450767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb95ab43-a9b3-44ac-aa56-f32f2e2a3ac5 · outbound

This paper cites The study collected a total of 18,540 responses from 103 participants across 15 cases, including both custom and COCO-Wholebody scenar- ios.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion The study collected a total of 18,540 responses from 103 participants across 15 cases, including both custom and COCO-Wholebody scenar- ios

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.306577Z

Source-reported events for the cited work

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Observation 294ca9bd-0f22-40a1-bb35-919cdb726d9e · outbound

This paper cites 2) Pose Con- sistency: Rank the images based on how well they reflect the given pose input.

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion 2) Pose Con- sistency: Rank the images based on how well they reflect the given pose input

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:36:18.291773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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