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Paper Citation Record · LEDGER

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds

As of 11 August 2026, this Paper Citation Record lists 100 of 103 outbound references and 3 inbound Pith citation observations for arXiv:2508.09454.

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

pith.paper-citation-record.v1
2508.09454 v1

Coverage vector

measured 100 of 103 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:09:14.989122Z

measured 103 of 103 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T19:07:29.664755Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T22:46:19.808342Z

Reference resolution

100 of 103 outbound references displayed

  • verified exact2
  • verified fuzzy29
  • unresolved69
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5a924560-8391-42c7-a147-bf9f35cc01d5 · outbound

This paper cites Animate-x: Universal character image anima- tion with enhanced motion representation,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Animate-x: Universal character image anima- tion with enhanced motion representation,

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:00.775545Z digest=sha256:dadff8a68b72a7d0c2a14d6eed374cf2caab63bb07398648ec1c221def57da21

Observation 026d820a-5d36-43ff-96a4-2b554a9f0136 · outbound

This paper cites Pose guided human video generation,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Pose guided human video generation,

Reference 2

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source=pdf_text observed=2026-08-05T21:09:00.898841Z digest=sha256:3d91a7a08f36565fb3f49d79c785c783036e37400c3a6022f7f3139a1c6313b7

Observation 794676b7-f91b-4824-939c-7a189f8fb094 · outbound

This paper cites Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation

Reference 4

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source=pdf_text observed=2026-08-05T21:09:01.166048Z digest=sha256:a77fdeb32b5ea3cf2e5c99b28dcd426ccfb2d944b4cbd14386c7873fc773e088

Observation 1acf5410-6920-4daf-aa79-19adaa2316bf · outbound

This paper cites MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model

Reference 5

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source=pdf_text observed=2026-08-05T21:09:01.353813Z digest=sha256:6475d40c7a9a09799c03aa5caab555601216892cdc2fc7059e81f744e2a7bbc2

Observation 6ffc17a1-07a6-4e0e-9de6-5ba07fbf9e64 · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion

Reference 6

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source=pdf_text observed=2026-08-05T21:09:01.547922Z digest=sha256:fdddfa9d1a9c95b82412b824e1c32b56ffd5179269298202e716600db9b9c72c

Observation 8d9bc52f-7a50-4461-bf58-3d4bdaec6a8a · outbound

This paper cites Text2human: Text-driven controllable human image generation,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Text2human: Text-driven controllable human image generation,

Reference 7

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source=pdf_text observed=2026-08-05T21:09:01.668043Z digest=sha256:1b0e49eb599fbd85332feb018b17bf9849f17bc9a7e0901249e97ec29562bea5

Observation 9ab336bc-a1d6-4afa-9352-b388c9e8ad1f · outbound

This paper cites Generative adversarial nets,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Generative adversarial nets,

Reference 8

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source=pdf_text observed=2026-08-05T21:09:01.834333Z digest=sha256:326c96831e9a35a492e6a312e8d7238715088ed384c8a995ff3a2c6e4e0d90e4

Observation d47d3dd7-e4f9-4016-9239-9e4856cb4c51 · outbound

This paper cites Bidirectionally deformable motion modulation for video-based human pose transfer,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Bidirectionally deformable motion modulation for video-based human pose transfer,

Reference 9

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source=pdf_text observed=2026-08-05T21:09:01.956685Z digest=sha256:0805952b1b1b238c9de22dc7250f7e0bac6c8a2e78cdf63fcfc4663a98ad7d2c

Observation 7366353d-77ee-4457-abbd-94051518ad56 · outbound

This paper cites Imagen Video: High Definition Video Generation with Diffusion Models.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Imagen Video: High Definition Video Generation with Diffusion Models

Reference 11

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source=pdf_text observed=2026-08-05T21:09:02.261271Z digest=sha256:275e98273497d94db62b506785f1e25dd9f75704547673548732360c8c66b8f7

Observation 3062c79e-beb6-400e-8603-28ba7a5c67d6 · outbound

This paper cites Denoising diffusion probabilistic models,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Denoising diffusion probabilistic models,

Reference 12

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source=pdf_text observed=2026-08-05T21:09:02.412156Z digest=sha256:9edb81f3ee30c12eadd3129ea16f6785536709dbaa3d520a116a7af3df0244b5

Observation 36c54c47-a63a-4994-aec8-953d47b4c000 · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

Reference 13

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source=pdf_text observed=2026-08-05T21:09:02.586234Z digest=sha256:10643e3dffa25c1bdea576e5f32deb56c202cde50177cb42e0b364be244c3b81

Observation 65660998-a2a7-4364-b3d1-86ae5e86989b · outbound

This paper cites High- resolution image synthesis with latent diffusion models,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds High- resolution image synthesis with latent diffusion models,

Reference 14

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source=pdf_text observed=2026-08-05T21:09:02.719318Z digest=sha256:7e84a479446c05244fe92f22e4d9d8a86471bdf62691d55174f1c8386a2e39c3

Observation ed7df427-b726-4ca3-a499-f579e813c0ca · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Wan: Open and Advanced Large-Scale Video Generative Models

Reference 15

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source=pdf_text observed=2026-08-05T21:09:02.846104Z digest=sha256:2fc68d2d07e928571a9d283f87da0a71fa14f960f499d0a6601f765967fc87b9

Observation 8b2f009b-25f7-46b7-ab3c-e9cef333516c · outbound

This paper cites Scalable diffusion models with transformers,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Scalable diffusion models with transformers,

Reference 16

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source=pdf_text observed=2026-08-05T21:09:03.040093Z digest=sha256:00438171a3c3ee0e7fa4bd70bd0684ebfffc51dfd719e80932fae32dab3698ff

Observation 3135b715-8f79-408e-8e8f-2dc3ea5c0bbe · outbound

This paper cites Denoising diffusion implicit mod- els,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Denoising diffusion implicit mod- els,

Reference 17

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:03.157984Z digest=sha256:4f90e17048b4e4389c08c4a5da1d97b7371b2dc6d902dd94cf345ae7482ce5c5

Observation 86bcd278-37e2-4f02-b04b-45415f895236 · outbound

This paper cites Glide: Towards photorealistic image generation and editing with text-guided diffusion models,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Glide: Towards photorealistic image generation and editing with text-guided diffusion models,

Reference 18

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source=pdf_text observed=2026-08-05T21:09:03.336496Z digest=sha256:8704ababb1f3cb6504c7616b41ac56037a3a4e5e04c9aea7f3879679f6dbb463

Observation 057e9c81-e941-4bdb-9fcf-a99580b4ed6c · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 19

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source=pdf_text observed=2026-08-05T21:09:03.453556Z digest=sha256:dc3423b90a537cc037a1947d97b556a5227f7e1c797a9370754d0d4b923c6f13

Observation b17568ec-5f1a-477a-9c2a-ce068e5bd881 · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models

Reference 20

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source=pdf_text observed=2026-08-05T21:09:03.579189Z digest=sha256:7e88c4641dce78b6ca3522386e16b9d1b65381f3c9c9221e6b08ca5486204d44

Observation b949b578-42f8-48a0-b7ca-f64b03128e31 · outbound

This paper cites Composer: Creative and controllable image synthesis with composable conditions,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Composer: Creative and controllable image synthesis with composable conditions,

Reference 21

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source=pdf_text observed=2026-08-05T21:09:03.773964Z digest=sha256:3e28e742a46ff81834b79c5332f7392bfa41ce7286e311ffb27b579826da963c

Observation 6b964557-ab40-42d4-9bbe-bdd526c9dff2 · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Adding conditional control to text-to-image diffusion models,

Reference 22

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source=pdf_text observed=2026-08-05T21:09:03.940007Z digest=sha256:6f81ae372708fc5a0990cff635e4c8a776dc5be767322fa66db337f6b89c19ab

Observation d198192e-bc99-4a48-9306-2af47370c496 · outbound

This paper cites Survey on leveraging pre-trained generative adversarial networks for image editing and restoration,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Survey on leveraging pre-trained generative adversarial networks for image editing and restoration,

Reference 23

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source=pdf_text observed=2026-08-05T21:09:04.124369Z digest=sha256:8f1ffbbf6eefc1480a841ab2dc081eecc1bc895e974503b9d4331678f0941459

Observation db2ac4dc-7f7c-479d-b920-4502f5334f30 · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Photorealistic text-to-image diffusion models with deep language understanding,

Reference 24

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source=pdf_text observed=2026-08-05T21:09:04.235908Z digest=sha256:e4b4bf9efb8e762fae4217610f402e7dade3a1a7115a836bda15568b3e9d3d35

Observation d87c7bc0-24a9-409e-bf32-39dcfadfd005 · outbound

This paper cites Make-a-video: Text-to-video generation without text-video data,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Make-a-video: Text-to-video generation without text-video data,

Reference 25

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source=pdf_text observed=2026-08-05T21:09:04.388991Z digest=sha256:ddc5309e99d7258ae2455ae177cd961cce668afe1e8f9f48a9ddbf1878089185

Observation 4e3cf3a2-5814-4b0a-977e-a7cc98ec3a23 · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds ModelScope Text-to-Video Technical Report

Reference 26

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source=pdf_text observed=2026-08-05T21:09:04.550157Z digest=sha256:fce7bbf634fa273199eeb11e847cfabcc7a731ed06695d43cecc2caff468b8f6

Observation c717673d-41eb-4d11-9ff8-96df4ab475f3 · outbound

This paper cites A recipe for scaling up text-to-video generation with text-free videos,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds A recipe for scaling up text-to-video generation with text-free videos,

Reference 27

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source=pdf_text observed=2026-08-05T21:09:04.705033Z digest=sha256:05879287779d1065f7f712b289106ef561cc407d84b3d71b1139485f168e07a3

Observation 5ede4b66-78ae-4eb4-99a6-4b8958da629f · outbound

This paper cites Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation,

Reference 28

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source=pdf_text observed=2026-08-05T21:09:04.855221Z digest=sha256:9eba3737e52abe94d1788777c7cd0cbd67931fcde8980d37458d747831db6329

Observation ac725c25-a2da-4733-85d2-205960dc7d82 · outbound

This paper cites Stablevideo: Text-driven consistency-aware diffusion video editing,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Stablevideo: Text-driven consistency-aware diffusion video editing,

Reference 29

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source=pdf_text observed=2026-08-05T21:09:05.015304Z digest=sha256:e191950e01b8065a02c95971f26f5461ab93a86f501b84201f7c2432282fa2d6

Observation c4144d9a-ffe9-4b01-a52d-a1a4d35efda4 · outbound

This paper cites Pix2video: Video editing using image diffusion,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Pix2video: Video editing using image diffusion,

Reference 30

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source=pdf_text observed=2026-08-05T21:09:05.184767Z digest=sha256:f146d3ae86c175ab73a3e8c03bd8147b37b99287927086e14ac57453cf2adc0e

Observation c8a33b23-df2a-4dfc-ab04-bcbf5658f637 · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds MagicVideo: Efficient Video Generation With Latent Diffusion Models

Reference 31

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source=pdf_text observed=2026-08-05T21:09:05.351345Z digest=sha256:2ffb29862f8fdbcaa15d3ff81ca399b38b0a1c96cec2633e42fe627011197e49

Observation 64b48d8e-4720-427c-8a9e-09fe7b36a7b6 · outbound

This paper cites Latent-Shift: Latent Diffusion with Temporal Shift for Efficient Text-to-Video Generation.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Latent-Shift: Latent Diffusion with Temporal Shift for Efficient Text-to-Video Generation

Reference 32

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source=pdf_text observed=2026-08-05T21:09:05.477472Z digest=sha256:f0a64aa84893e49d03a5d8227107af7a500d2b2be40d76a2b86dfb11d52bd54b

Observation 54780528-97b3-4870-a5a1-9ce694ff4098 · outbound

This paper cites SimDA: Simple Diffusion Adapter for Efficient Video Generation.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds SimDA: Simple Diffusion Adapter for Efficient Video Generation

Reference 33

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source=pdf_text observed=2026-08-05T21:09:05.618729Z digest=sha256:b498506219c95353fedfd396219612b311131ef2ce01bc8cd6a3c52a491781f9

Observation b2116bac-7bd9-427b-bbfe-17e79c63b287 · outbound

This paper cites Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation

Reference 34

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source=pdf_text observed=2026-08-05T21:09:05.792665Z digest=sha256:10cb6f373aa23b1c48450511a63afaaf5c3eedfff2b8fa78594aa8b01c5de753

Observation 10b1c015-a0e4-47c7-973b-b8914c65441c · outbound

This paper cites InstructVideo: Instructing Video Diffusion Models with Human Feedback.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds InstructVideo: Instructing Video Diffusion Models with Human Feedback

Reference 35

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source=pdf_text observed=2026-08-05T21:09:05.959982Z digest=sha256:9918e80c6ccc61a4096f3f35022ccecf0ea990c1e0053b64824a8c0f511b0b6c

Observation 89398147-db19-4292-9fd9-8fc3dcfa5efa · outbound

This paper cites Style2talker: High-resolution talking head generation with emotion style and art style,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Style2talker: High-resolution talking head generation with emotion style and art style,

Reference 36

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source=pdf_text observed=2026-08-05T21:09:06.888980Z digest=sha256:1372450f992e6564bc0660b597b96f1e264993d039bbad9aed6e5b7ccf52768c

Observation ccd481d3-7f3b-47c2-b923-92015706b8a9 · outbound

This paper cites Check locate rectify: A training-free layout calibration system for text-to- image generation,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Check locate rectify: A training-free layout calibration system for text-to- image generation,

Reference 37

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source=pdf_text observed=2026-08-05T21:09:07.512623Z digest=sha256:f8d5aeed5e76365c282ff2712e4bf6f192d2a38f3faffa921aee1e0dbf8eb120

Observation a232e7c5-b473-4f66-be56-eff2d7b39884 · outbound

This paper cites Dreamvideo: Composing your dream videos with customized subject and motion,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Dreamvideo: Composing your dream videos with customized subject and motion,

Reference 38

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source=pdf_text observed=2026-08-05T21:09:07.651755Z digest=sha256:03f438f281cb43ca306e5e447bf51f7c171c1b6a21e1ac1c2306aad7cfde60e8

Observation 05cf3a19-37ae-493a-a539-5e71d03b8e61 · outbound

This paper cites DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control

Reference 39

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source=pdf_text observed=2026-08-05T21:09:07.808716Z digest=sha256:b7c511a4fdb01d5ad50257c50720622ff167a8a88c2d885a3aac082564d7defc

Observation 71f99619-f953-4740-9ac9-36f852f104e7 · outbound

This paper cites Mimir: Improving Video Diffusion Models for Precise Text Understanding.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Mimir: Improving Video Diffusion Models for Precise Text Understanding

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:07.991313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:07.991313Z digest=sha256:b13ee8f0fbc8ea633f3200368e741add3602dac274eddaadbe1e0d2e63a0070c

Observation 22632463-f4e5-4499-93d4-3dcac8ddc498 · outbound

This paper cites MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:09:16.319417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:08.118424Z digest=sha256:3bc92038b9b501f40d42e191b83c29776630aad3b1ed97c74669f1e7f8e68f9a

Observation e24caf5b-8e41-49c7-b373-771650d6ec97 · outbound

This paper cites SynMotion: Semantic-Visual Adaptation for Motion Customized Video Generation.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds SynMotion: Semantic-Visual Adaptation for Motion Customized Video Generation

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:08.202397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:08.202397Z digest=sha256:0505f39b92b5ea30aebb339187f01e669f42afeae1445ea727477954818ac170

Observation 55077a30-6eb7-45d3-ac21-ada749d2599c · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds MimicMotion: High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:08.267311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:08.267311Z digest=sha256:88ec905f79166ad436d7dc6c7c075d4b8562ea3450377cb4dd57d91c554d218e

Observation 32565c4b-a1b6-4721-97ae-b5dd14d748e8 · outbound

This paper cites Magicpose: Realistic human poses and facial expressions retargeting with identity-aware diffusion,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Magicpose: Realistic human poses and facial expressions retargeting with identity-aware diffusion,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:22.614433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:08.337196Z digest=sha256:221f001c5772db9333aa5f824ad8bd137bda0bdcf3ae5a5aa43bbca24087f68a

Observation f3b5af5a-7f4e-483f-9830-8d65451aa8f7 · outbound

This paper cites DanceTogether! Identity-Preserving Multi-Person Interactive Video Generation.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds DanceTogether! Identity-Preserving Multi-Person Interactive Video Generation

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:08.459299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:08.459299Z digest=sha256:f3e0fabc0eee10815355298ab34c2475321fc0066ea4bebd7200b2138916f90b

Observation fb5e1036-de51-4d0a-a24e-84e700166939 · outbound

This paper cites Flexiact: Towards flexible action control in heterogeneous scenarios,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Flexiact: Towards flexible action control in heterogeneous scenarios,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:22.472155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:08.528577Z digest=sha256:821a99be8774fbfb28ddb11b6ecce8b7d2463fc15ab3d3d75a536235bced60e1

Observation 812ca02c-ba14-47e5-8aae-bf98f86f8ccf · outbound

This paper cites StableAnimator++: Overcoming Pose Misalignment and Face Distortion for Human Image Animation.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds StableAnimator++: Overcoming Pose Misalignment and Face Distortion for Human Image Animation

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:08.624951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:08.624951Z digest=sha256:d6d520c9f54ebd31af5affb679b8f2e2b9d175d2ddba3f9da3889e6653964d18

Observation bfa20e98-62b7-46b3-80ca-a7d442a6ddc5 · outbound

This paper cites EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:09:15.982247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:08.676506Z digest=sha256:a6ff26729ff6eada98287eb8f1af03d27f0d477bd9d1ce87bebb311da6ee09be

Observation 9d1172c1-8bd4-4476-8d45-e6b497e7a312 · outbound

This paper cites Dense intrinsic appearance flow for human pose transfer,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Dense intrinsic appearance flow for human pose transfer,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:22.255307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:08.762032Z digest=sha256:2ca2b5a48b890919fd4e960ec208be3b5141760113bd5784da39960f7a2863d3

Observation ada8d577-5dbf-4d3c-9d11-8ad9ef265597 · outbound

This paper cites Edtalk: Efficient disentanglement for emotional talking head synthesis,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Edtalk: Efficient disentanglement for emotional talking head synthesis,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:21.506599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:09.016358Z digest=sha256:c67054b975c9fdf2ac40e48480fc8d7123ba74c80f0e4c1f9887d8e7794ef53f

Observation aeb92971-cde8-4bc7-88f1-c5b7986072ba · outbound

This paper cites Latent Image Animator: Learning to Animate Images via Latent Space Navigation.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Latent Image Animator: Learning to Animate Images via Latent Space Navigation

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:09.083747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:09.083747Z digest=sha256:9e9d3799e59df8346d4c28e6242e2297e1ff8c81a46d521d51e82a60af258e6c

Observation a78ce04b-b281-46b3-92f8-f8dee2d26957 · outbound

This paper cites Flowvqtalker: High-quality emotional talking face generation through normalizing flow and quantization,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Flowvqtalker: High-quality emotional talking face generation through normalizing flow and quantization,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:21.334480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:09.177502Z digest=sha256:029960596cc575340b0eff5f36c3d4b708b2ab317e67326e1f3e1eba37bde4bf

Observation fba9cdb3-5af2-4356-8491-20d0e04f72bb · outbound

This paper cites Say anything with any style,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Say anything with any style,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:21.127501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:09.240515Z digest=sha256:12e3a1d6cfd96e65c7c9532b3e89f5ba60c262dcd05c2c507456a16c401c9d2e

Observation 840b4330-20f6-4692-9e42-a19c01d249e3 · outbound

This paper cites Emmn: Emotional motion memory network for audio-driven emotional talking face generation,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Emmn: Emotional motion memory network for audio-driven emotional talking face generation,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:20.984681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:09.317330Z digest=sha256:a102c906916279c8c9656beb8f6df224ec4e517a484eac2f122be17edab6c987

Observation 3d061d08-70fd-4d52-a558-6a8f5ef0399a · outbound

This paper cites Expressive talking avatars,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Expressive talking avatars,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:20.839321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:09.372887Z digest=sha256:3d088b0a18f07a9dbda99e52e4d122c9d23686755c03294c1bc5fc3e4ff57515

Observation 7973e6d7-5429-4c2f-ad60-3d7e82ecf0e0 · outbound

This paper cites Fixtalk: Taming identity leakage for high-quality talking head generation in extreme cases,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Fixtalk: Taming identity leakage for high-quality talking head generation in extreme cases,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:20.651749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:09.455554Z digest=sha256:f40dc2501ff2f50d16ce94c7a4705bfa66b17934899c8f89b994bd19203139f9

Observation d4af6cb9-5989-439d-8cf3-c15c5e129da0 · outbound

This paper cites Advancing pose-guided image synthesis with progressive conditional diffusion models,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Advancing pose-guided image synthesis with progressive conditional diffusion models,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:20.474955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:09.538437Z digest=sha256:59f1e1708321b601149789d70194e3291e8fee3e3a579f0012f20c1ef06203d2

Observation 9880cbe7-8886-4fd8-a264-2dc6dfbd23e1 · outbound

This paper cites Champ: Controllable and consistent human image animation with 3d parametric guidance,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Champ: Controllable and consistent human image animation with 3d parametric guidance,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:20.342467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:09.604537Z digest=sha256:11b270a4e322a705e3cd9571ff21174aee77d206411b052fca6f0e907f132c22

Observation b54650af-b330-44f8-be61-4220ee29edc6 · outbound

This paper cites Disco: Disentangled control for referring human dance generation in real world,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Disco: Disentangled control for referring human dance generation in real world,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:20.085635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:09.676556Z digest=sha256:a82e1264d2322ba17dfaa2e4415f807e445afc6a1070e825c4bc9480c5ddca8c

Observation 26824498-5fa6-43d7-ab14-06d240f7d344 · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Adding conditional control to text-to-image diffusion models,

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:09.735727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:09.735727Z digest=sha256:3cca6fe4e0194fa0c6d6ec84da8a07168ed9eab9aefe375b207b0725c2d1f3eb

Observation 2f69e184-de0c-4c75-bb0f-0b80e1cd1280 · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Magicanimate: Temporally consistent human image animation using diffusion model,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:19.855115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:09.805799Z digest=sha256:a2a5283b999398dffc1f165a2dde298aba59a8c4f2ac3d86e634eab1e643f1ac

Observation fd975f1f-08a4-4ce9-9d4d-5abc55d996ce · outbound

This paper cites Attention is all you need,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Attention is all you need,

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:09.871240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:09.871240Z digest=sha256:19151f87b5d9a98c05072830a8b4013e37c7d2286bece19fd0b502577cc15467

Observation 6210c74a-4a12-4578-86e7-bc572e880847 · outbound

This paper cites Stableanimator: High-quality identity-preserving human image anima- tion,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Stableanimator: High-quality identity-preserving human image anima- tion,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:19.679524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:09.970669Z digest=sha256:4686af72dcac11bbb3e025a69b19ab7da12d5e33cdcbb7aa3a4c85ebbf46f7fc

Observation 13141546-1d78-4027-96e2-07e8d50d63a0 · outbound

This paper cites Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:10.064250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:10.064250Z digest=sha256:35b247616fb69f72816e8d5a216fb326c5bc105d7992fe6b956c929e04f4ed60

Observation 4db0ef1c-561b-4f80-ba89-c8c56e667b14 · outbound

This paper cites PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:10.101533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:10.101533Z digest=sha256:abda7b280d659efa3bf4b2ba790945dbd98ff018e40194448ee057b81282f8bc

Observation f112d078-2204-459c-9b2b-9ac43f2c03a7 · outbound

This paper cites VMamba: Visual State Space Model.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds VMamba: Visual State Space Model

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:10.195804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:10.195804Z digest=sha256:8eb25a425342dac025a1cd6d97ee6026622d3fee95b634b769ab55a346c3f0a4

Observation 5be75bbd-f14c-4a6f-939b-3b6872765415 · outbound

This paper cites Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:10.288574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:10.288574Z digest=sha256:e71456091472d7cafe1158fca627e5fd28590ebc4438b014ac655edb5e1c9a46

Observation c77fc7dd-61f4-410d-aa78-68d13ba08b1e · outbound

This paper cites VideoMamba: State Space Model for Efficient Video Understanding.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds VideoMamba: State Space Model for Efficient Video Understanding

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:10.359648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:10.359648Z digest=sha256:4023260b40aaf3ea91e5a89ae616da76608c78a4c85194e63842bc9699c99f4d

Observation c3c0e29e-d112-49a9-bb48-fc9155d94090 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:10.456839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:10.456839Z digest=sha256:fe581f97f0c2a9e7f86b6c9af54a5182a7c2828c7c5a8f5af7c3f24f4ec8e8d7

Observation 9818435b-eefe-4c19-90b7-10ca281b389a · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Efficiently Modeling Long Sequences with Structured State Spaces

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:10.553200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:10.553200Z digest=sha256:df203057cbdab3f40db0de8b6c85bae5dcfee9961ea53a56b1a1cf858425e3d3

Observation 76ba7a4e-c170-44c4-9d3e-1a902fc622c2 · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:10.724596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:10.724596Z digest=sha256:f88d1d700ce342426e8fc7318eb82037428c3ec7d54af6521b50ba4c22d88836

Observation e3ee6399-2004-4fc3-8a7d-169d23deedf3 · outbound

This paper cites Hypermotion: Dit-based pose-guided human image animation of complex motions,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Hypermotion: Dit-based pose-guided human image animation of complex motions,

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:10.982247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:10.982247Z digest=sha256:73d8266d792d2f87b9aa29f38eaea2dce3ca31a95b989529b3c698f9cf728e38

Observation 25a2765c-c276-4e74-b8eb-ca693fafddd8 · outbound

This paper cites Auto-Encoding Variational Bayes.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Auto-Encoding Variational Bayes

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:11.279443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:11.279443Z digest=sha256:973f8857ab92fcb79f539474aed85448a6aa6ff3ed140cbab712c1896a5ed99e

Observation f799c3b2-38c0-482c-a163-176b9df70f5d · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Effective whole-body pose estimation with two-stages distillation,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:19.530198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:11.446495Z digest=sha256:865b7bf915882a20ce974ed95678c6032fa2452410a63ded5ba3409969090735

Observation 6201f324-a440-4308-a119-70c0cdadc308 · outbound

This paper cites OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:11.494790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:11.494790Z digest=sha256:6e19ce5806936b65fb1ab4f8f844fff1252e192b02111d281618798b16d8154c

Observation 402594f2-0632-4cce-aecc-a6cb1ae18a5c · outbound

This paper cites Perceiver: General perception with iterative attention,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Perceiver: General perception with iterative attention,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:19.339975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:11.562100Z digest=sha256:e1dcef67d35a90c129ca48cb148fbb8f2f932042a11943290452bc51fff96e84

Observation 2f62da00-2f8b-41b5-be59-65f4413e9288 · outbound

This paper cites Unianimate-dit: Human image animation with large-scale video diffusion transformer,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Unianimate-dit: Human image animation with large-scale video diffusion transformer,

Reference 80

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no resolver link, observed 2026-08-05T21:09:11.630744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:11.630744Z digest=sha256:9275a93f27159a952729e0968f7315c6e084047eb576aad60ae034458f747e5b

Observation f3e9295f-2767-4dd1-a25c-0487583cab57 · outbound

This paper cites Roformer: En- hanced transformer with rotary position embedding,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Roformer: En- hanced transformer with rotary position embedding,

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:19.161324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:11.696663Z digest=sha256:4e6b455c40b50d691abaa95690556c2e48c5829475e8f5be72ac38fd99f2646e

Observation 41f797ad-51f9-4edc-a3e3-580f07571f18 · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Learning high fidelity depths of dressed humans by watching social media dance videos,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:18.967871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:11.744756Z digest=sha256:7195409bf8708f81066970afa5b85c112f2f0017a5d2963cacbd19da9dfeb239

Observation 27c34e35-f2ae-4aec-b8bd-0c9fe8f7e285 · outbound

This paper cites DwNet: Dense warp-based network for pose-guided human video generation.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds DwNet: Dense warp-based network for pose-guided human video generation

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:11.813846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:11.813846Z digest=sha256:9d6828ea517f2c88e002c368a62d21fb9f1ec150040c7f05e1ebdb73a6170ceb

Observation 816f0088-fbc3-4497-b5fb-9deb026db546 · outbound

This paper cites Disco: Disentangled control for referring human dance generation in real world,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Disco: Disentangled control for referring human dance generation in real world,

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:18.734831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:11.896139Z digest=sha256:23e1997a97cd3ad657b3fd378c538aefedd0e908ccd7251f4839e05564c6d9fe

Observation afd7629e-e2b2-4eb0-9764-a562a7c20d33 · outbound

This paper cites Moore-AnimateAnyone,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Moore-AnimateAnyone,

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:18.531590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:11.990626Z digest=sha256:8f7e8f795be1ef08d011913b18a3d20cb393587979f504571f1a03c015a68c43

Observation fc2c72eb-eb9c-44c1-baba-fbbf0eb1a195 · outbound

This paper cites ControlNeXt: Powerful and Efficient Control for Image and Video Generation.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:12.209413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:12.209413Z digest=sha256:7aceca89b3f6301d1cc0f1b1fee8256a6ee688a7ffd66ca91532acbdb4f79a31

Observation 412912e9-c52e-42ec-a508-f8f16b0f0b03 · outbound

This paper cites Musepose: a pose- driven image-to-video framework for virtual human generation,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Musepose: a pose- driven image-to-video framework for virtual human generation,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:18.402767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:12.545699Z digest=sha256:a91eb0dc82099d7720e5a696940891a2b513843e9ef588a439a0534cc9ef89c9

Observation d140da00-3585-4ad6-8f63-bb46a49d494e · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Learning transferable visual models from natural language supervision,

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:12.800436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:12.800436Z digest=sha256:9303f23ead9865bd570294b2f1421f43351ff24410ae57b74d8f35ecb7eaa499

Observation 35558fe3-a8c1-49ea-b77c-e90c3618518d · outbound

This paper cites Decoupled Weight Decay Regularization.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Decoupled Weight Decay Regularization

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:12.882056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:12.882056Z digest=sha256:092e3e91091c0a97851c0b7772d4c2c9fe46e6e9fc13a349243932882f51df34

Observation bad59bf6-873f-45a8-9dd2-c66c56fc17bc · outbound

This paper cites Classifier-Free Diffusion Guidance.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Classifier-Free Diffusion Guidance

Reference 90

Resolution
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no resolver link, observed 2026-08-05T21:09:13.037398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:13.037398Z digest=sha256:b1c2ef7f0074622c657cd311c0a848ec74c2900783e84ba9f1cc6964020d3fe7

Observation ab6b642e-5b25-41e2-8949-b9fd163c958c · outbound

This paper cites First order motion model for image animation,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds First order motion model for image animation,

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:22.079180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:13.325788Z digest=sha256:abbd3ebf3451aca0cfdbec396255ab865db25a07621775709a59615cfbb897f1

Observation ce7714db-fead-47fa-a968-f111f65a3c50 · outbound

This paper cites Motion representations for articulated animation,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Motion representations for articulated animation,

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:21.890833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:13.875587Z digest=sha256:630782a6b30f827d9ad2a0a51fd4c1ade7728711d95c80eb0def38dfbd5de6b1

Observation 7dba6f62-85ee-41d6-b37d-6f6bed43f3b0 · outbound

This paper cites Dreampose: Fashion video synthesis with stable diffusion,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Dreampose: Fashion video synthesis with stable diffusion,

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:18.200785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:13.956579Z digest=sha256:e253773ba850730cad260f19893e8e38e759e256e8f7b94bb6a7768fe68ea273

Observation cee2ce15-8cd4-431b-b8e1-cefeec258641 · outbound

This paper cites Image quality metrics: Psnr vs. ssim,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Image quality metrics: Psnr vs. ssim,

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:18.041456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:13.961335Z digest=sha256:51a2d6b1e4349d15781753714a664a45cba45f1002eb07465b18b022d2803673

Observation 81bebf24-62ed-41a9-8da1-b950a1191ff6 · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Image quality assessment: from error visibility to structural similarity,

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:13.966584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:13.966584Z digest=sha256:54d94f7529a13915cebbc5b16a1a0e819da462790eb277c8effba809e0895570

Observation 66c094d6-a9a0-4854-878e-848baff85a60 · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds The unreasonable effectiveness of deep features as a perceptual metric,

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:14.006512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:14.006512Z digest=sha256:a57fff33caf1ba7adb67c894fe28f7ea0181e8a8a67215c889ad21d7050080fc

Observation 84292af8-27ec-4596-b498-7b061d3782cb · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Gans trained by a two time-scale update rule converge to a local nash equilibrium,

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:14.056915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:14.056915Z digest=sha256:c58cf2842fa6cc91a69e42a6b9deb34129f7d0464bc158a141c17f8c860ed762

Observation 78289a08-acdc-4200-a9ce-fd1970f764db · outbound

This paper cites Conditional GAN with discriminative filter generation for text-to-video synthesis.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Conditional GAN with discriminative filter generation for text-to-video synthesis

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:17.831076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:14.109885Z digest=sha256:67afef1cdaf1d214d5e654895e6d5b223c03d29cfe18ce46855b455d1aabfc0b

Observation 01fdac77-f163-4c14-8c3e-a908994dbbad · outbound

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

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Towards Accurate Generative Models of Video: A New Metric & Challenges

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:14.171580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:14.171580Z digest=sha256:58d0e92eba825d40caaddf59f40e2c3290f48a565450e6c90effc93f059ad15a

Observation ded0a65a-b5d3-4245-b1e8-f08635f9c19d · outbound

This paper cites Thin-plate spline motion model for image animation,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Thin-plate spline motion model for image animation,

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:21.660390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:14.298740Z digest=sha256:1f525b24ab6ef1be361ff087c99e3465c7dea76d3cc7c48675723705446e79d2

Observation 99604b60-8309-42ee-849a-718cbf117ffe · outbound

This paper cites Exploring dual-task correlation for pose guided person image generation,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Exploring dual-task correlation for pose guided person image generation,

Reference 101

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:14.467501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:14.467501Z digest=sha256:8785971ae78a5f6908c0dbafb1eb18e102d536bb1ee6b85a79b562beef7d7a90

Observation 2561cc68-db6b-486e-b893-9358e0977fa4 · outbound

This paper cites Neural texture extraction and distribution for controllable person image synthesis,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Neural texture extraction and distribution for controllable person image synthesis,

Reference 102

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:17.641839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:14.587931Z digest=sha256:06334f371be5b986d8d2c1cef65a126cd4bb33b5cc43a7b891d63994ad1ac6d0

Observation e780efa3-9766-472b-bf06-40e4334a47e5 · outbound

This paper cites Person image synthesis via denoising diffusion model,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Person image synthesis via denoising diffusion model,

Reference 103

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:09:17.443358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:09:14.721476Z digest=sha256:f318626d0d5757532a425f6ab6264d223ae691223f39229901a84383a321770e

Observation 5cd64e56-2abc-4735-8246-3df9c5f487cd · outbound

This paper cites VBench: Comprehensive benchmark suite for video generative models,.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds VBench: Comprehensive benchmark suite for video generative models,

Reference 104

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:14.843319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:14.843319Z digest=sha256:ac4cf9af104e4243559c40e9e3434101369c4071729296dc2e6bddab39a741fc

Observation 6e00bfa0-aeb6-420e-87d7-d0c3d4d7382c · outbound

This paper cites Qwen Technical Report.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds Qwen Technical Report

Reference 105

Resolution
unresolved
no resolver link, observed 2026-08-05T21:09:14.989122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:09:14.989122Z digest=sha256:9e83e4f6600ad801adc6bb104587d8a3e0c0bb8abef48bc53f062062d8f702f0

Pith citing papers

Observation d463aa72-baa5-4efd-987d-0bd1233f56f9 · inbound

EDTalk++: Full Disentanglement for Controllable Talking Head Synthesis cites this paper.

EDTalk++: Full Disentanglement for Controllable Talking Head Synthesis Animate-X++: Universal Character Image Animation with Dynamic Backgrounds

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T19:07:29.664755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:07:29.664755Z digest=sha256:9d8131f15d26d8948ddee86757481364538add13ad2175a0a70880c00c8548a4

Observation 943e8f0a-237e-47b7-82e9-1ea2bd97a2a2 · inbound

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

CoMoVi: Co-Generation of 3D Human Motions and Realistic Videos Animate-X++: Universal Character Image Animation with Dynamic Backgrounds

Reference 82

Resolution
verified exact
arxiv_id, observed 2026-05-16T13:47:57.508130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-16T13:43:26.460480Z digest=sha256:bfe1c02c36441ffabe541ad2a86de93f357d8170dcbc9c5fc026f2786acbb90e

Observation 61721f35-f0c7-48b7-ade8-a6decb217fc5 · 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 Animate-X++: Universal Character Image Animation with Dynamic Backgrounds

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-07-01T22:46:19.810238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-06-28T15:02:10.901341Z digest=sha256:110d020b09e9e6703a746f1657d891530844befc1cc135f0fe4f5acd41348859