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Paper Citation Record · LEDGER

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization

As of 12 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2601.01955.

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

pith.paper-citation-record.v1
2601.01955 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T18:19:46.024756Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

  • verified exact9
  • verified fuzzy44
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0d94300a-e6e6-42ec-9a90-cf6aa7f92fe5 · outbound

This paper cites Lumiere: A space-time diffusion model for video generation.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Lumiere: A space-time diffusion model for video generation

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 8d23dacf-9c0b-4b16-bdfd-de38c37e1868 · outbound

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

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 2

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verified exact
local_arxiv, observed 2026-05-16T18:21:09.355785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation fe8e065c-343d-43c7-bf1a-9518b5195fcf · outbound

This paper cites Align your latents: High-resolution video synthesis with la- tent diffusion models.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Align your latents: High-resolution video synthesis with la- tent diffusion models

Reference 3

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 0a0342c8-85bd-450c-a3d0-956ce1871225 · outbound

This paper cites Goku: Flow based video generative foundation models.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Goku: Flow based video generative foundation models

Reference 4

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:d575936cb65d1ac7ee4823c5d9b902c0bb07d9570fed505d497d9dd7afcff48a

Observation 9963cec7-b478-4aeb-8f10-e3aed33e242f · outbound

This paper cites Memflow: Optical flow esti- mation and prediction with memory.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Memflow: Optical flow esti- mation and prediction with memory

Reference 5

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raw_fallback, observed 2026-05-16T18:21:09.616791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation d4ffdc71-06df-4cb8-85e9-e746a3b31d55 · outbound

This paper cites Motion prompt- ing: Controlling video generation with motion trajectories.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Motion prompt- ing: Controlling video generation with motion trajectories

Reference 6

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 838b69d2-3e21-4ce0-91a1-1c4c8d0e9cec · outbound

This paper cites Ropecraft: Training-free motion transfer with trajectory-guided rope optimization on diffusion trans- formers.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Ropecraft: Training-free motion transfer with trajectory-guided rope optimization on diffusion trans- formers

Reference 7

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verified exact
arxiv_id, observed 2026-05-16T18:21:09.359089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation e71fadd6-a1c4-4db0-81e3-185cf929a81f · outbound

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

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Clipscore: A reference-free evaluation metric for image captioning

Reference 8

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verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.620837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:cffa21c56186574fd550645cf1f401a985acb5c4d7d73d5f4ecc4e709acf245d

Observation f52da805-dcff-4a6e-ae6d-7be5085d8192 · outbound

This paper cites Denoising dif- fusion probabilistic models.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Denoising dif- fusion probabilistic models

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 472c813c-a6b4-4321-bb9f-abaf497f7808 · outbound

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

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Lora: Low-rank adaptation of large language models

Reference 10

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verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.557472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 1c9842a5-0a94-4fc3-84c4-eeb8c6edb0dc · outbound

This paper cites Comd: Training-free video motion transfer with camera-object mo- tion disentanglement.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Comd: Training-free video motion transfer with camera-object mo- tion disentanglement

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:b7bfd09a592414a9ea7ad893282d063c4df6f8cda5f638a1e3e11136c703f93d

Observation 389a1dc3-e94e-44e3-813d-066e68e67d96 · outbound

This paper cites Videomage: Multi-subject and motion customization of text-to-video dif- fusion models.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Videomage: Multi-subject and motion customization of text-to-video dif- fusion models

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.628363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:6b491d4fb4436b1afeb6f748bf2df639af30cc0ebc0041aa02dac02c97a91f6a

Observation d5203253-365b-4898-a996-f406def122e2 · outbound

This paper cites Vmc: Video motion customization using temporal attention adap- tion for text-to-video diffusion models.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Vmc: Video motion customization using temporal attention adap- tion for text-to-video diffusion models

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 68a8a6d6-7a0d-43a9-966d-c076dfabc713 · outbound

This paper cites Co- tracker: It is better to track together.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Co- tracker: It is better to track together

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.626012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:e0981761e2ac3e75931beec035667a5a2dbb7d6a9cfa7ee174d95d77fbbaf000

Observation 5464d195-cf2f-4e73-af89-26965357579a · outbound

This paper cites Mo- tionclone: Training-free motion cloning for controllable video generation.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Mo- tionclone: Training-free motion cloning for controllable video generation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.589852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:3692bd6b2266886adaa64feb18c9a16ef03ec65e1c959ac9a3ec9d5b8c46ba3b

Observation c5730103-9c05-48ea-813b-c7dc1e494beb · outbound

This paper cites Motionshot: Adaptive motion transfer across arbitrary objects for text-to-video generation.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Motionshot: Adaptive motion transfer across arbitrary objects for text-to-video generation

Reference 16

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 19d7cb39-3bc7-4377-8070-f89837f6b31c · outbound

This paper cites Freelong: Training-free long video generation with spectralblend tem- poral attention.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Freelong: Training-free long video generation with spectralblend tem- poral attention

Reference 17

Resolution
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raw_fallback, observed 2026-05-16T18:21:09.632719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 709b7445-0cd0-41b5-9151-29342e701aba · outbound

This paper cites Trailblazer: Trajectory control for diffusion-based video gen- eration.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Trailblazer: Trajectory control for diffusion-based video gen- eration

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 738f7527-4db0-4b33-9c27-1549f0424816 · outbound

This paper cites Follow your pose: Pose- guided text-to-video generation using pose-free videos.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Follow your pose: Pose- guided text-to-video generation using pose-free videos

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.594707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation c17a0331-9879-4fb7-89a0-8b1ca1d4f4cb · outbound

This paper cites Follow-Your-Click: Open-domain Regional Image Animation via Short Prompts.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Follow-Your-Click: Open-domain Regional Image Animation via Short Prompts

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-16T18:21:09.373035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:334d2ead10497a5ecdb140da5f31c5f151a447bd2e8f137f83cb661e474b7fa7

Observation be463454-eff3-46ed-9edc-1a34ba3bc689 · outbound

This paper cites Follow-your-motion: Video motion transfer via efficient spatial-temporal decoupled finetuning.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Follow-your-motion: Video motion transfer via efficient spatial-temporal decoupled finetuning

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-16T18:21:09.362832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 067fdb3b-58ab-4297-8222-90ff3bfc031f · outbound

This paper cites Lang-segment-anything.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Lang-segment-anything

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.641939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:8b30a3721aba2cb417e71384ce177d5d952a5de00bb67880c29c5938010adf6c

Observation 0e6eb82d-5abc-4f2d-bfc8-e6abd4a66ca7 · outbound

This paper cites Sg-i2v: Self-guided trajectory control in image-to-video generation.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Sg-i2v: Self-guided trajectory control in image-to-video generation

Reference 23

Resolution
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raw_fallback, observed 2026-05-16T18:21:09.646774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:2e9d000365090347e1f9c339daedae44b202d3ed5b8143e3fd1811448fdd0d9f

Observation 616d36b3-115f-4e41-bdef-cf764473db40 · outbound

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

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Glide: Towards photorealistic image genera- tion and editing with text-guided diffusion models

Reference 24

Resolution
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raw_fallback, observed 2026-05-16T18:21:09.601126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation f77a9081-cff1-45ca-83f0-5fb9331c45c4 · outbound

This paper cites an unresolved cited work.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Unresolved cited work

Reference 25

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unresolved
raw_fallback, observed 2026-05-16T18:21:09.596927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 19bea09c-7cd4-400e-9c80-42b8d6662fc5 · outbound

This paper cites Spectral motion alignment for video motion transfer using diffusion models.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Spectral motion alignment for video motion transfer using diffusion models

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.573418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation cbea9d9c-58f1-4de4-b9a1-6c14d2fe900e · outbound

This paper cites Scalable diffusion models with transformers.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Scalable diffusion models with transformers

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.579412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:3cba3d8490396c793beffd6085ee2c8c02331f66445d60473a333dea8c18293f

Observation 9ba9f202-d873-4dab-9add-79389d704934 · outbound

This paper cites Video motion transfer with diffusion transformers.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Video motion transfer with diffusion transformers

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.563256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:2513cffa05a78ede5026c551a22965ccc1de443e0fd8397bef173b875856986d

Observation 46f60690-fc99-4a26-b19f-0987e1ac3b92 · outbound

This paper cites The 2017 DAVIS Challenge on Video Object Segmentation.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization The 2017 DAVIS Challenge on Video Object Segmentation

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-05-16T18:21:09.379964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:5cda47b1771b05a6ff0259922e0a36ad547af10348d4101b5c5494806cbbb899

Observation a6924bb9-3903-4854-ba27-20e0555f74f7 · outbound

This paper cites FreeTraj: Tuning-Free Trajectory Control in Video Diffusion Models.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization FreeTraj: Tuning-Free Trajectory Control in Video Diffusion Models

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-16T18:21:09.366202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:8b2902880facf7c36c8a239667d4e1e1c983e9308bc5c18cbd1b87d5640feb12

Observation 3593837a-7159-4b69-8be8-028b030fed20 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.JMLR, pages 1–67.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Exploring the limits of transfer learning with a unified text-to-text transformer.JMLR, pages 1–67

Reference 31

Resolution
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raw_fallback, observed 2026-05-16T18:21:09.569059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:df075e353609d5407139d2e08ee633b69fec199e8517743db1ee9a3a154b7ee3

Observation c9edad58-99f5-4888-baa7-608966dadfd6 · outbound

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

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization High-resolution image synthesis with latent diffusion models

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.555502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:4f074d13eaa9bfad5eeb3673d5a285ad57263812331f1fff989e7d0ddb07cd6a

Observation d572f498-2584-44af-a9fd-23481d691b3d · outbound

This paper cites Photorealistic text-to-image diffusion models with deep lan- guage understanding.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Photorealistic text-to-image diffusion models with deep lan- guage understanding

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.649238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:04e824c82bf35750c22f0941759ac7d0040dd83a49e0ea01dd7514869bb3e33b

Observation 2023b6b3-a59b-4f8c-a7dc-b55b806b6479 · outbound

This paper cites Decouple and track: Bench- marking and improving video diffusion transformers for mo- tion transfer.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Decouple and track: Bench- marking and improving video diffusion transformers for mo- tion transfer

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.571644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:1a76e9571b0a4f4eacbf9cf5e5ff814e67b9631c0fdbd57022b673c565ae91d3

Observation a0b30664-85ba-4ced-b9c6-c8dadb79ed1a · outbound

This paper cites Denoising diffusion implicit models.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Denoising diffusion implicit models

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.599118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:917185b25e65aab8860210b0914e9f168b39d198d80f26af7b49febb34b621a8

Observation 4f3e9730-57e9-47a8-a7c5-d60742299aa7 · outbound

This paper cites Emergent correspondence from image diffusion.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Emergent correspondence from image diffusion

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.651769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:164c2c4b3c445fc52e010a96ae13651cf7afe4b61dc7493271fd5d986f64acea

Observation d61bb5ba-1e8e-4bbc-b936-f3cfb8ef3356 · outbound

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

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Wan: Open and Advanced Large-Scale Video Generative Models

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-05-16T18:21:09.352713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:ab82ad1efc82b43c49358410faccfb1ec69cf0bb0d1426a5a71ab7fc0f76db63

Observation 608e50a0-f6e3-4882-9896-03f83f1ce709 · outbound

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

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization ModelScope Text-to-Video Technical Report

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-16T18:21:09.376342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:9a5d51c7db8aa2906af45beebd387521e78cd400ca02390319bc3c3e2becc5fd

Observation a666ad69-159e-4bf7-bb40-b05173518753 · outbound

This paper cites Motion inversion for video customization.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Motion inversion for video customization

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.581554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:4c897d7d3497e07b0b86764820163d1fec6127fb80c38196f3648de77656ff5a

Observation cd4539d5-7cc8-45cb-af32-50ccfc4f3bfc · outbound

This paper cites Motion inversion for video customization.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Motion inversion for video customization

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.575190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:c52d86e0fea76080496c1ee1cef38a67f8747d5e73aad0180d42c5e8303f6d7c

Observation 4edce8c8-8039-4896-874a-b2e18d6591cd · outbound

This paper cites Qwen-Image Technical Report.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Qwen-Image Technical Report

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-05-16T18:21:09.369544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:b1952ff74857e4986df71873521174d61b9ff0042ff42558e8c91bcc2274f8b3

Observation f41d5a81-8114-400c-a287-80a9315e251d · outbound

This paper cites Freeinit: Bridging initialization gap in video diffusion models.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Freeinit: Bridging initialization gap in video diffusion models

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.630491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:150a1611083dc715b4e2515d3e11500d2b10a27e6e5fa524455f319185c4091c

Observation dcfeb0c5-54e4-4456-94ed-89f3c6bcbbc5 · outbound

This paper cites Video diffusion models are training-free motion interpreter and con- troller.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Video diffusion models are training-free motion interpreter and con- troller

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.608105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:b3ca5dc5810daf7624a90b0a4d1d76076779e379c02f305e15832b2d8102bbf0

Observation d4e56af9-83b6-49e2-89b1-ed9465edb724 · outbound

This paper cites Motioncanvas: Cinematic shot design with controllable image-to-video generation.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Motioncanvas: Cinematic shot design with controllable image-to-video generation

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.577103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:9f3d94e9cc83c521667d021a9374927fac309c075cf82b395a7f71c501c7e6bb

Observation 38c63e4e-737d-4ddf-8770-b3a40f0c3d73 · outbound

This paper cites Direct-a-video: Customized video generation with user- directed camera movement and object motion.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Direct-a-video: Customized video generation with user- directed camera movement and object motion

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.612695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:be0934827b72fabdce85777bfbf97d91f53f12b45ba5a31f89bba5dce8fc80c4

Observation 185ad330-fcf8-4840-bc34-1075d2f0d8c2 · outbound

This paper cites Cogvideox: Text-to-video diffusion models with an expert transformer.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Cogvideox: Text-to-video diffusion models with an expert transformer

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.637430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:97c52d88699aec76853032ee133a03d3c9672f3c88cb8cb69352c1edbb12a5e3

Observation 48e0f11a-defe-47f6-bfea-6239ac211e47 · outbound

This paper cites Space-time diffusion features for zero-shot text-driven motion transfer.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Space-time diffusion features for zero-shot text-driven motion transfer

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.571325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:24004c5e431b5ae2209124a0a46749748f630259e682089fe527a889f01038ea

Observation 6cc04d1c-5645-4807-ae94-31b679c5f373 · outbound

This paper cites Freqprior: Improving video diffusion models with frequency filtering gaussian noise.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Freqprior: Improving video diffusion models with frequency filtering gaussian noise

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.610410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:e035c2b673037abfb36ae93f982e77c4efc6426209ebdd816b5bdedc61a18b24

Observation 9daccf21-8599-44b1-b94e-094a46eb94fb · outbound

This paper cites A tale of two features: Stable diffusion complements dino for zero-shot semantic correspondence.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization A tale of two features: Stable diffusion complements dino for zero-shot semantic correspondence

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.634651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:3d554af622d9f72b58e6abc49fbb8fdf51f63414bc4bd3fdae11b9c290228891

Observation 3f3488ae-8466-4ad9-9594-5c68462a7099 · outbound

This paper cites Motiondirector: Motion customization of text-to-video diffu- sion models.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Motiondirector: Motion customization of text-to-video diffu- sion models

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.644419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:292466792f8e88293d8c2bd90fd382c9e815b17e0a20c54c9dd161cac3a211c9

Observation 0956dc66-50ac-44b6-b3d4-e6d224bb490d · outbound

This paper cites Details of T2V and I2V Pipelines As discussed in Sec.4.1 in the main manuscript, ourMo- tionAdaptersupports both T2V and I2V pipelines.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Details of T2V and I2V Pipelines As discussed in Sec.4.1 in the main manuscript, ourMo- tionAdaptersupports both T2V and I2V pipelines

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.592466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:519968f66f20b6e970f4b40ca33a46c7fd3b3de841fd0f8422f0d0b9b9febc9f

Observation 9fe5ffb8-a4a1-4801-a268-46f9eb91a95f · outbound

This paper cites For more details, please refer to Sec.3 of the main paper.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization For more details, please refer to Sec.3 of the main paper

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.567135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:3e8eaf8d781ad11519dcdaa7e866c220b166b6999eedd8075541163cf9725cac

Observation a39a958f-976f-4a23-a8c1-c50c2a954a30 · outbound

This paper cites Quantitative Results Tab.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization Quantitative Results Tab

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.562408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:f7bdcf5aefaf3c460960a20eb5c48f20d9bcf95ba7ffedfe878618c7d9bec696

Observation 49e60cd5-f2ec-43f4-9cc3-58a40932baa6 · outbound

This paper cites As shown in Tab.

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization As shown in Tab

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T18:21:09.623425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T18:19:46.024756Z digest=sha256:db997cae01acd1a7c9fb2f832200c9dcd7aba4e551731f431f4ec87f5d5447a4

Pith citing papers

No inbound Pith citation observations are available.