Paper Citation Record · LEDGER

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

As of 10 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 16 inbound Pith citation observations for arXiv:2502.04847.

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

pith.paper-citation-record.v1
2502.04847 v5

Coverage vector

measured 77 of 77 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:16:16.877500Z

measured 93 of 93 standing notices

One-hop event checks from named stored sources.

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

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:27:36.393512Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:27:09.332551Z

Reference resolution

77 of 77 outbound references displayed

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External citation measurements

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Outbound references

Observation 0834b76e-0f24-4c5b-ae55-287b2553c5bc · outbound

This paper cites Conditional gan with discrimi- native filter generation for text-to-video synthesis.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Conditional gan with discrimi- native filter generation for text-to-video synthesis

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:18.203410Z

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Observation 2c869da1-5d43-4b8a-8e5e-ae3029a27fd7 · outbound

This paper cites Multidiffusion: Fusing diffusion paths for controlled image generation.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Multidiffusion: Fusing diffusion paths for controlled image generation

Reference 2

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Observation efeb2e9a-f12b-4b51-8b1b-bc4548846815 · outbound

This paper cites Lumiere: A Space-Time Diffusion Model for Video Generation.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Lumiere: A Space-Time Diffusion Model for Video Generation

Reference 3

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Observation 5e867c90-832c-4d76-b588-9e933755b13a · outbound

This paper cites an unresolved cited work.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Unresolved cited work

Reference 4

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Observation 3d33765d-5839-4cce-859a-b6d478ef8e19 · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 5

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Source-reported events for the cited work

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Observation 2f672520-901d-472b-8d6f-af74cccc060a · outbound

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

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Realtime multi-person 2d pose estimation using part affinity fields

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:18.163718Z

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Observation c498ad1a-e33d-4853-abbe-c37987dc16f6 · outbound

This paper cites Everybody dance now.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Everybody dance now

Reference 7

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Observation a7639469-4c26-4c8b-91b4-555d6c4612f2 · outbound

This paper cites MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion

Reference 8

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Observation aa6ddcd7-b2fa-40d7-b52b-ca67bd2e72b4 · outbound

This paper cites Long video generation with time-agnostic vqgan and time- sensitive transformer.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Long video generation with time-agnostic vqgan and time- sensitive transformer

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:18.134097Z

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Observation eca8bde4-c838-4f29-a199-83c04fef5c19 · outbound

This paper cites Learning individual styles of conversational gesture.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Learning individual styles of conversational gesture

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:18.118288Z

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Observation c20ca445-e2d8-46ea-8f40-bb6342833873 · outbound

This paper cites Generative adversarial nets.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Generative adversarial nets

Reference 11

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Source-reported events for the cited work

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Observation 98ede29c-9ae8-4ec6-b8a0-7e943aa7e93e · outbound

This paper cites Talk-act: Enhance textural- awareness for 2d speaking avatar reenactment with diffusion model.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Talk-act: Enhance textural- awareness for 2d speaking avatar reenactment with diffusion model

Reference 12

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Observation 16d9b75e-2cd6-48fd-aa2c-d6c220f1d6c3 · outbound

This paper cites AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

Reference 13

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Observation 3431fe6f-626a-4d1c-b21e-0696711b0326 · outbound

This paper cites Deep residual learning for image recognition.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Deep residual learning for image recognition

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:18.079523Z

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Observation fc46ad49-c553-4da6-9e06-a105509aa82e · outbound

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

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 15

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Observation ea606338-560e-4248-b141-d20c78b9cf6a · outbound

This paper cites Denoising dif- fusion probabilistic models.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Denoising dif- fusion probabilistic models

Reference 16

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Observation 18a105c2-6925-4da7-8873-a1211c7f9486 · outbound

This paper cites Image quality metrics: Psnr vs.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Image quality metrics: Psnr vs

Reference 17

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Observation 549d5fbc-a99c-45ff-8cbd-55a3a9cd6411 · outbound

This paper cites Animate anyone: Consistent and controllable image- to-video synthesis for character animation.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Animate anyone: Consistent and controllable image- to-video synthesis for character animation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:18.028672Z

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Observation f203d0e7-d3a2-49ec-b015-f4888087e0f0 · outbound

This paper cites Learning high fidelity depths of dressed humans by watching social media dance videos.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Learning high fidelity depths of dressed humans by watching social media dance videos

Reference 19

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Observation fbe126c7-0ba4-47d9-a498-0c300d1eed96 · outbound

This paper cites Ultralyt- ics yolo.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Ultralyt- ics yolo

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.997949Z

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Observation b8c3bbd4-7563-4444-9d6f-4d9273549119 · outbound

This paper cites CoTracker: It is Better to Track Together.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation CoTracker: It is Better to Track Together

Reference 21

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Observation caa24bc2-58d8-48b4-b717-e5cceb5bdbca · outbound

This paper cites Sapiens: Foundation for Human Vision Models.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Sapiens: Foundation for Human Vision Models

Reference 22

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Observation 606a2cb4-fb2a-4153-a29e-930d68f22793 · outbound

This paper cites Auto-Encoding Variational Bayes.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Auto-Encoding Variational Bayes

Reference 23

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Observation 9e654174-9035-441a-afb5-2289664958c6 · outbound

This paper cites Sequence Parallelism: Long Sequence Training from System Perspective.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Sequence Parallelism: Long Sequence Training from System Perspective

Reference 24

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Observation 38b59f59-1114-4173-b6b6-5c56b655cdb6 · outbound

This paper cites Speech2video synthesis with 3d skeleton regularization and expressive body poses.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Speech2video synthesis with 3d skeleton regularization and expressive body poses

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.983827Z

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Observation 95f0d104-63d7-4cfe-b340-b57b9e71ad3d · outbound

This paper cites CyberHost: Taming Audio-driven Avatar Diffusion Model with Region Codebook Attention.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation CyberHost: Taming Audio-driven Avatar Diffusion Model with Region Codebook Attention

Reference 26

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Observation eb1ee01c-a96d-4f98-97e6-e1d5a1088a54 · outbound

This paper cites TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation

Reference 27

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Observation 89a2f01c-ce7b-454c-96ea-dbb90475d0cf · outbound

This paper cites Multi-task deep model with margin ranking loss for lung nodule analysis.IEEE transactions on medical imaging, 39(3):718–728, 2019.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Multi-task deep model with margin ranking loss for lung nodule analysis.IEEE transactions on medical imaging, 39(3):718–728, 2019

Reference 28

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Observation c5a8a129-ed4e-4935-b30d-d81f3f6f7038 · outbound

This paper cites Smpl: A skinned multi- person linear model.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Smpl: A skinned multi- person linear model

Reference 29

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Observation 52b64872-ff26-4240-b71f-97b34095901c · outbound

This paper cites Handrefiner: Refining malformed hands in generated images by diffusion-based conditional inpainting.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Handrefiner: Refining malformed hands in generated images by diffusion-based conditional inpainting

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.946311Z

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Observation 5aa0e527-979d-4b22-b76c-0616eaee2232 · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view syn- thesis.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Nerf: Representing scenes as neural radiance fields for view syn- thesis

Reference 31

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Observation 2496d139-34fc-46a5-b581-446bd63ead28 · outbound

This paper cites Moore-animateanyone.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Moore-animateanyone

Reference 32

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Observation 233041cb-075e-4173-9bfa-5f6ccd144ef5 · outbound

This paper cites Conditional image-to-video gener- ation with latent flow diffusion models.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Conditional image-to-video gener- ation with latent flow diffusion models

Reference 33

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Observation 9f915bc5-4a7f-44ad-8975-4549ea24517f · outbound

This paper cites Sora: Creating video from text.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Sora: Creating video from text

Reference 34

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Observation 88ea8bda-db1c-48b2-aef0-7a104e4ea5a4 · outbound

This paper cites Paddleocr.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Paddleocr

Reference 35

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Observation adfd2fdb-0242-4786-a0fa-7f47f3d2fe36 · outbound

This paper cites Scalable diffusion models with transformers.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Scalable diffusion models with transformers

Reference 36

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Observation 09d26619-aab7-4ffd-8d26-9fda7e80d414 · outbound

This paper cites Deep spatial transformation for pose-guided person image generation and animation.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Deep spatial transformation for pose-guided person image generation and animation

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.844555Z

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This paper cites High-resolution image syn- thesis with latent diffusion models.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation High-resolution image syn- thesis with latent diffusion models

Reference 38

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Observation 33fb1b53-ee0f-4e6e-80e6-e70dbbb0045c · outbound

This paper cites U- net: Convolutional networks for biomedical image segmen- tation.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation U- net: Convolutional networks for biomedical image segmen- tation

Reference 39

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Observation a1c91d50-98b4-44bd-86c0-0c9c894cd653 · outbound

This paper cites Human4dit: 360-degree human video gen- eration with 4d diffusion transformer.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Human4dit: 360-degree human video gen- eration with 4d diffusion transformer

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.810583Z

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Observation 9dd8795f-b24a-43b9-9fe1-47d12aaaec3b · outbound

This paper cites Animating arbitrary objects via deep motion transfer.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Animating arbitrary objects via deep motion transfer

Reference 41

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This paper cites Motion representations for ar- ticulated animation.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Motion representations for ar- ticulated animation

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.778921Z

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This paper cites Make-A-Video: Text-to-Video Generation without Text-Video Data.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Make-A-Video: Text-to-Video Generation without Text-Video Data

Reference 43

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This paper cites Denoising Diffusion Implicit Models.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Denoising Diffusion Implicit Models

Reference 44

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This paper cites Roformer: Enhanced transformer with rotary position embedding.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Roformer: Enhanced transformer with rotary position embedding

Reference 45

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This paper cites Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 46

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Observation 7baf9bc0-3533-4b64-9ab5-cce85c8a5e5e · outbound

This paper cites Animate-X: Universal Character Image Animation with Enhanced Motion Representation.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Animate-X: Universal Character Image Animation with Enhanced Motion Representation

Reference 47

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This paper cites Towards Accurate Generative Models of Video: A New Metric & Challenges.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Towards Accurate Generative Models of Video: A New Metric & Challenges

Reference 48

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This paper cites Attention is all you need.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Attention is all you need

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.755583Z

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This paper cites Generating videos with scene dynamics.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Generating videos with scene dynamics

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.741557Z

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Observation dd1837a2-7651-4dd2-ab15-f431a74f2edb · outbound

This paper cites DreamVideo: High-Fidelity Image-to-Video Generation with Image Retention and Text Guidance.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation DreamVideo: High-Fidelity Image-to-Video Generation with Image Retention and Text Guidance

Reference 51

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Observation c50bc728-9176-4194-9a9e-54e4ec6930aa · outbound

This paper cites Disco: Disentangled control for realistic human dance generation.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Disco: Disentangled control for realistic human dance generation

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.726467Z

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Observation 2fb4275f-5ada-40e4-a547-0ca1db18da9e · outbound

This paper cites One-shot free-view neural talking-head synthesis for video conferenc- ing.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation One-shot free-view neural talking-head synthesis for video conferenc- ing

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.711730Z

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Observation 416fd5ef-2c35-41e3-8b4a-535d8e32da04 · outbound

This paper cites UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.657225Z

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Observation e575bc99-aac1-4a4c-944b-0434b22fc388 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Image quality assessment: from error visibility to structural similarity

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.661873Z

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Observation 24e9cf9d-bea3-4070-953d-868b2bae6971 · outbound

This paper cites Hu- mannerf: Free-viewpoint rendering of moving people from monocular video.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Hu- mannerf: Free-viewpoint rendering of moving people from monocular video

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.685282Z

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Observation 2f038d34-90d9-498f-a2e1-6fd9ad51f590 · outbound

This paper cites Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.670898Z

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Unavailable: canonical work link unavailable.

Observation a55463b4-cb3a-4126-83c6-86b4632aa584 · outbound

This paper cites Msr-vtt: A large video description dataset for bridging video and language.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Msr-vtt: A large video description dataset for bridging video and language

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.668483Z

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Observation de0f70ff-e413-4a15-94a6-c9c1cc532d16 · outbound

This paper cites Easyanimate: A high-performance long video generation method based on transformer architecture.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Easyanimate: A high-performance long video generation method based on transformer architecture

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.680352Z

Source-reported events for the cited work

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Observation ac3f24bd-effe-46ad-a0a0-0c2e50252347 · outbound

This paper cites Magicanimate: Temporally consistent human image animation using diffusion model.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Magicanimate: Temporally consistent human image animation using diffusion model

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.653090Z

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Observation e3cb2976-eb72-4c37-9028-95cd3dc88840 · outbound

This paper cites Towards Multiple Character Image Animation Through Enhancing Implicit Decoupling.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Towards Multiple Character Image Animation Through Enhancing Implicit Decoupling

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.689671Z

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Observation 555e26cb-a4ef-4315-815e-6292691ca29c · outbound

This paper cites Showmaker: Creating high-fidelity 2d human video via fine-grained diffusion mod- eling.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Showmaker: Creating high-fidelity 2d human video via fine-grained diffusion mod- eling

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.637641Z

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Observation 5fff86d7-cb6c-44db-a67d-26601bd47015 · outbound

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

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Effec- tive whole-body pose estimation with two-stages distillation

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.622111Z

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Observation 18f37ecd-5158-45f5-9842-0e1ff2df2a33 · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.705812Z

Source-reported events for the cited work

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Observation fc77aae5-26e4-4c1b-b632-b2b5a52ef798 · outbound

This paper cites GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.710740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fad4119a-6fa2-4c5e-957a-98147c8bfe6d · outbound

This paper cites Make pixels dance: High- dynamic video generation.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Make pixels dance: High- dynamic video generation

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.606749Z

Source-reported events for the cited work

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Observation cd43f7a3-c811-407c-b541-57871757afc1 · outbound

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

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Adding conditional control to text-to-image diffusion models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.720041Z

Source-reported events for the cited work

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Observation 61ab8a81-7c20-4c62-86c6-16f684085ff2 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation The unreasonable effectiveness of deep features as a perceptual metric

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.834912Z

Source-reported events for the cited work

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Observation 21d3a4cb-102b-424d-a8fc-06c0e4785f05 · outbound

This paper cites MimicMotion: High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation MimicMotion: High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.839806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 105b8940-7c80-4d26-a950-286a12b94711 · outbound

This paper cites Tora: Trajectory-oriented Diffusion Transformer for Video Generation.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Tora: Trajectory-oriented Diffusion Transformer for Video Generation

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.844580Z

Source-reported events for the cited work

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Observation 175a91c8-fe74-4340-9fdc-bbb350425cac · outbound

This paper cites MagicVideo: Efficient Video Generation With Latent Diffusion Models.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation MagicVideo: Efficient Video Generation With Latent Diffusion Models

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.849374Z

Source-reported events for the cited work

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Observation 480f3328-3a0e-45b0-b6cf-a78765179e6a · outbound

This paper cites RealisDance: Equip controllable character animation with realistic hands.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation RealisDance: Equip controllable character animation with realistic hands

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.854235Z

Source-reported events for the cited work

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Observation 16637732-4e53-428d-81ef-8d4ac8e1e2b4 · outbound

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

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Champ: Controllable and Consistent Human Image Animation with 3D Parametric Guidance

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-08T21:16:16.858895Z

Source-reported events for the cited work

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Observation cf959b04-8e84-4ff4-bc71-8419ed68adbf · outbound

This paper cites Sapiens [22] is employed to obtain pose keypoints, providing robust human pose detection for each frame.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Sapiens [22] is employed to obtain pose keypoints, providing robust human pose detection for each frame

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.555041Z

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

Observation bdb5b3d6-f602-403e-8425-878904bb3167 · outbound

This paper cites an unresolved cited work.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:16:17.537946Z

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Observation e3058091-ac8c-49d6-977b-1dfa8a8c378a · outbound

This paper cites PaddleOCR [35] is used to identify and mark text regions in each frame, mitigating the potential interference of text artifacts with the generated data.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation PaddleOCR [35] is used to identify and mark text regions in each frame, mitigating the potential interference of text artifacts with the generated data

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.522331Z

Source-reported events for the cited work

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Observation 1259710e-9eec-40fe-a124-9612c5edb2d9 · outbound

This paper cites More Details for Data Collection A.1.

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation More Details for Data Collection A.1

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:16:17.571500Z

Source-reported events for the cited work

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Pith citing papers

Observation 07cca7ad-aab0-4be6-895e-9914d2213c04 · inbound

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

DreamActor-H1: High-Fidelity Human-Product Demonstration Video Generation via Motion-designed Diffusion Transformers HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 11

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Observation 7ac5ae84-74b1-4c0d-8aae-4c50a97ad4c1 · inbound

iDiT-HOI: Inpainting-based Hand Object Interaction Reenactment via Video Diffusion Transformer cites this paper.

iDiT-HOI: Inpainting-based Hand Object Interaction Reenactment via Video Diffusion Transformer HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:57.359048Z

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Observation c953dc74-b63c-44c1-9bdf-5a01e206b2bc · inbound

FramePrompt: In-context Controllable Animation with Zero Structural Changes cites this paper.

FramePrompt: In-context Controllable Animation with Zero Structural Changes HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T00:13:04.478492Z

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Observation 864de853-98ee-47f8-9c56-56039a9a2dc7 · inbound

CharacterShot: Controllable and Consistent 4D Character Animation cites this paper.

CharacterShot: Controllable and Consistent 4D Character Animation HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 10

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Observation 2a2ed21f-c783-4b36-8408-d28c9f114b26 · inbound

InfinityHuman: Towards Long-Term Audio-Driven Human cites this paper.

InfinityHuman: Towards Long-Term Audio-Driven Human HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:37.115944Z

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Observation 230ce555-70fb-495c-a420-ec49c1992237 · inbound

One-to-All Animation: Alignment-Free Character Animation and Image Pose Transfer cites this paper.

One-to-All Animation: Alignment-Free Character Animation and Image Pose Transfer HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-21T18:25:28.387712Z

Source-reported events for the cited work

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Observation 27613b73-29e8-4d03-b74f-6f1dc30001e1 · inbound

CoMoVi: Co-Generation of 3D Human Motions and Realistic Videos cites this paper.

CoMoVi: Co-Generation of 3D Human Motions and Realistic Videos HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-16T13:47:57.469405Z

Source-reported events for the cited work

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

Observation 67e18852-6877-4312-8590-388f7765649b · inbound

AHOY! Animatable Humans under Occlusion from YouTube Videos with Gaussian Splatting and Video Diffusion Priors cites this paper.

AHOY! Animatable Humans under Occlusion from YouTube Videos with Gaussian Splatting and Video Diffusion Priors HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-13T22:49:03.259461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d78da58c-5a2f-425c-a00f-78ab574cdf1f · inbound

OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generation cites this paper.

OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generation HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:11:00.606070Z

Source-reported events for the cited work

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

Observation a587e507-2fe7-47b8-a21b-f4ce67d6f45c · inbound

Reshoot-Anything: A Self-Supervised Model for In-the-Wild Video Reshooting cites this paper.

Reshoot-Anything: A Self-Supervised Model for In-the-Wild Video Reshooting HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:04:17.902718Z

Source-reported events for the cited work

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

Observation 6dfe205b-da8b-4496-a966-c1f14f0859a3 · inbound

EverAnimate: Minute-Scale Human Animation via Latent Flow Restoration cites this paper.

EverAnimate: Minute-Scale Human Animation via Latent Flow Restoration HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:25:04.928437Z

Source-reported events for the cited work

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

Observation 5881a7e2-485c-4bac-a8df-f1ade38fdddb · inbound

Image-to-Video Diffusion: From Foundations to Open Frontiers cites this paper.

Image-to-Video Diffusion: From Foundations to Open Frontiers HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-20T15:08:25.067557Z

Source-reported events for the cited work

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

Observation 7d27c7c8-caf6-4dfc-b1e9-bc628558a0d5 · inbound

Towards 3D-Aware Video Diffusion Models: Render-Free Human Motion Control with Mesh Tokenization cites this paper.

Towards 3D-Aware Video Diffusion Models: Render-Free Human Motion Control with Mesh Tokenization HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:46:19.837955Z

Source-reported events for the cited work

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

Observation 2ac62087-02d9-4145-92ab-920eeae36bf1 · inbound

Beyond Skeletons: Learning Animation Directly from Driving Videos with Same2X Training Strategy cites this paper.

Beyond Skeletons: Learning Animation Directly from Driving Videos with Same2X Training Strategy HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:27:09.334025Z

Source-reported events for the cited work

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

Observation 7dadeb01-d7c9-4a57-a229-86b334d4821b · inbound

Semantic-Aware, Physics-Informed, Geometry-Grounded Weather Video Synthesis cites this paper.

Semantic-Aware, Physics-Informed, Geometry-Grounded Weather Video Synthesis HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-30T09:24:32.499642Z

Source-reported events for the cited work

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

Observation 34bcd504-bca9-4d4c-92d5-282b38a8f4ba · inbound

ViDS: Video Diffusion Shader using 3D Face Tracking cites this paper.

ViDS: Video Diffusion Shader using 3D Face Tracking HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T23:01:24.315729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.