Paper Citation Record · LEDGER

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration

As of 16 August 2026, this Paper Citation Record lists 84 of 84 outbound references and 4 inbound Pith citation observations for arXiv:2501.01320.

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

pith.paper-citation-record.v1
2501.01320 v4

Coverage vector

measured 84 of 84 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:33:42.945959Z

measured 88 of 88 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:52:25.378257Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T18:14:17.581272Z

Reference resolution

84 of 84 outbound references displayed

verified exact0
verified fuzzy62
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dd3f3535-afa7-48ce-9488-a37b899c6106 · outbound

This paper cites https://laion.ai/blog/laion- aesthetics/, 2022.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration https://laion.ai/blog/laion- aesthetics/, 2022

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.576617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1953b82f-0fe7-4e99-87d0-ebee341fcc18 · outbound

This paper cites https://huggingface.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration https://huggingface

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.581581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf88316d-1157-4c9c-95c0-54e5b5696471 · outbound

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

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.586088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6af79813-f841-47a3-9e1d-b5f390c5a032 · outbound

This paper cites BasicVSR: The search for essential com- ponents in video super-resolution and beyond.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration BasicVSR: The search for essential com- ponents in video super-resolution and beyond

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.590496Z

Source-reported events for the cited work

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Observation 5afd811a-152a-41e7-aa04-7597cd304e61 · outbound

This paper cites BasicVSR++: Improving video super- resolution with enhanced propagation and alignment.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration BasicVSR++: Improving video super- resolution with enhanced propagation and alignment

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.595161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a68c385-fbcf-461e-ae63-8c829873fe47 · outbound

This paper cites Chan, Shangchen Zhou, Xiangyu Xu, and Chen Change Loy.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Chan, Shangchen Zhou, Xiangyu Xu, and Chen Change Loy

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.276486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0e2865d7-8c2f-434a-a921-8ccb0994c51b · outbound

This paper cites Pre-trained image processing transformer.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Pre-trained image processing transformer

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.262765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 545fc390-4158-4fce-af42-997c3ae53f52 · outbound

This paper cites PixArt-\Sigma: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration PixArt-\Sigma: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.609778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7ad9f7c-1c04-42f7-ac9a-6acfe16232ef · outbound

This paper cites PixArt- α: Fast training of diffusion transformer for photorealistic text-to-image synthe- sis.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration PixArt- α: Fast training of diffusion transformer for photorealistic text-to-image synthe- sis

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.247812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b7a55df4-e2bd-4bdf-b09e-60fcd802db87 · outbound

This paper cites FIT: Far-reaching Interleaved Transformers.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration FIT: Far-reaching Interleaved Transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.619061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d163a89a-d38d-4239-b33c-de1631b47ba0 · outbound

This paper cites Activating more pixels in image super-resolution transformer.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Activating more pixels in image super-resolution transformer

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.232438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation db71a2a4-df66-41c8-9caa-21fd637e996f · outbound

This paper cites Learning spatial adaptation and temporal coherence in diffusion models for video super- resolution.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Learning spatial adaptation and temporal coherence in diffusion models for video super- resolution

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.217698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3dab6527-2006-4924-8bea-28ab90cbc689 · outbound

This paper cites Reproducible scal- ing laws for contrastive language-image learning.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Reproducible scal- ing laws for contrastive language-image learning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.203022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 169ee1d7-e520-4312-b234-ce1ba3f8f8bf · outbound

This paper cites FlashAttention-2: Faster attention with better paral- lelism and work partitioning.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration FlashAttention-2: Faster attention with better paral- lelism and work partitioning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.187929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2718bc0f-015b-40d5-8300-ad14e4737a3e · outbound

This paper cites Patch n’pack: Navit, a vision transformer for any aspect ratio and resolution.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Patch n’pack: Navit, a vision transformer for any aspect ratio and resolution

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.172847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7db7068b-7769-47f6-aa98-ac4cfde325ef · outbound

This paper cites Image quality assessment: Unifying structure and texture sim- ilarity.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Image quality assessment: Unifying structure and texture sim- ilarity

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.156938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ed5bce02-d6e5-4ea2-8c8d-bb07c4c69fee · outbound

This paper cites Scaling rectified flow trans- formers for high-resolution image synthesis.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Scaling rectified flow trans- formers for high-resolution image synthesis

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.143515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6d12b4d6-4c4c-4f28-b795-f697c8eec817 · outbound

This paper cites Generative adversarial networks.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Generative adversarial networks

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.128593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5482092b-24af-4e5e-a762-c5ae11d77f7f · outbound

This paper cites Diffit: Diffusion vision transformers for image generation.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Diffit: Diffusion vision transformers for image generation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.112881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4bf46868-bc57-4ae1-a626-60e968056812 · outbound

This paper cites VEnhancer: Generative Space-Time Enhancement for Video Generation.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration VEnhancer: Generative Space-Time Enhancement for Video Generation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.665735Z

Source-reported events for the cited work

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Observation a14ae2d6-8166-4895-895a-5e5b34263a82 · outbound

This paper cites Denoising dif- fusion probabilistic models.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Denoising dif- fusion probabilistic models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.097847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c1a93a96-eb9d-4904-986b-99d56ae1e828 · outbound

This paper cites Bidirectional recur- rent convolutional networks for multi-frame super-resolution.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Bidirectional recur- rent convolutional networks for multi-frame super-resolution

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.083404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 48c17108-bd0b-4b29-8eaa-06cc3e962ee2 · outbound

This paper cites Video super-resolution with recurrent structure-detail network.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Video super-resolution with recurrent structure-detail network

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.068604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 22175d74-1d05-4116-8808-4d42b08b999b · outbound

This paper cites Mixture of Diffusers for scene composition and high resolution image generation.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Mixture of Diffusers for scene composition and high resolution image generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.683134Z

Source-reported events for the cited work

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Observation d07f6999-c35e-4c1a-a1f4-5b7f4948d317 · outbound

This paper cites Pyramidal flow matching for efficient video generative modeling.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Pyramidal flow matching for efficient video generative modeling

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.687904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 780f28c5-d3bb-42a5-b737-c371592010f1 · outbound

This paper cites Musiq: Multi-scale image quality transformer.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Musiq: Multi-scale image quality transformer

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.053954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d0f66b7a-863f-424b-b8e5-37c71aa3c29e · outbound

This paper cites VideoPoet: A large lan- guage model for zero-shot video generation.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration VideoPoet: A large lan- guage model for zero-shot video generation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.040146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fa6b3a2e-46b9-4880-b5ad-430622bc2516 · outbound

This paper cites Open-sora-plan.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Open-sora-plan

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.702125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a35ddbf0-06a2-47e3-ba4e-28ba997556ac · outbound

This paper cites A simple baseline for video restoration with grouped spatial- temporal shift.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration A simple baseline for video restoration with grouped spatial- temporal shift

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.025810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f407df20-bd64-4035-920a-d02445d15108 · outbound

This paper cites Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.710583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c324d13-7907-4c54-b366-677c63fe18c6 · outbound

This paper cites SwinIR: Image restoration using swin transformer.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration SwinIR: Image restoration using swin transformer

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:44.010715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 97ee12a8-ba42-42d1-877d-5d4034b80889 · outbound

This paper cites Recurrent video restoration transformer with guided deformable attention.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Recurrent video restoration transformer with guided deformable attention

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.995968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7f96c9d9-644f-46aa-b1c7-1173f8ffc2ef · outbound

This paper cites VRT: A video restoration transformer.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration VRT: A video restoration transformer

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.980460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation be2d755c-7c2f-452d-ba20-0a394131157d · outbound

This paper cites Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.726300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9ec241b-43d7-4416-9e8e-5591af2244b3 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Swin transformer: Hierarchical vision transformer using shifted windows

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.965083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9dee919e-d9fa-4b9a-a213-3324d3130794 · outbound

This paper cites Video swin transformer.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Video swin transformer

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.951178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 09db0efe-ea27-4859-8217-ccd7b0f217fd · outbound

This paper cites completely blind.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration completely blind

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.936880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5c8d82ac-e988-4831-a789-d9e25269f745 · outbound

This paper cites NTIRE 2019 challenge on video deblurring and super-resolution: Dataset and study.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration NTIRE 2019 challenge on video deblurring and super-resolution: Dataset and study

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.921977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f0ddf080-145a-40da-b6e2-244902915e04 · outbound

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

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Glide: Towards photorealistic image gen- eration and editing with text-guided diffusion models

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.906595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 41c3ea41-29c2-4ddc-99bd-b8ba43425060 · outbound

This paper cites Scalable diffusion models with transformers.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Scalable diffusion models with transformers

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.891697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 06888bc5-884b-41fc-b372-d60b7c608543 · outbound

This paper cites Movie Gen: A Cast of Media Foundation Models.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Movie Gen: A Cast of Media Foundation Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.756616Z

Source-reported events for the cited work

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Observation 2a6737dd-d604-422b-a5c6-564b100f326a · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Learning transferable visual models from natural language supervi- sion

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.876475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9f08bfcf-4405-4d76-b899-3a61b5258b2d · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Exploring the limits of transfer learning with a unified text-to-text transformer

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.861452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eb2312fb-f248-4819-a6a9-e5bb51ca0e9e · outbound

This paper cites Cosmos tokenizer: A suite of image and video neural tokenizers.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Cosmos tokenizer: A suite of image and video neural tokenizers

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.846110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 45fdaeea-6eb2-4fc1-82c8-9501f529c98f · outbound

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

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration High-resolution image synthesis with latent diffusion models

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.832009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 69c3a078-1010-49e3-9c46-d582bd7f5958 · outbound

This paper cites Frame-recurrent video super-resolution.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Frame-recurrent video super-resolution

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.818005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5f9a1496-0b76-4730-8cea-d7ef9af7aa61 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Deep unsupervised learning using nonequilibrium thermodynamics

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.801401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b87c95e4-10b1-4919-b51f-34a05ee9e8c7 · outbound

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

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Roformer: Enhanced transformer with rotary position embedding

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.786234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1ce7cf43-d751-428a-9a55-9c1388558c03 · outbound

This paper cites Detail-revealing deep video super-resolution.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Detail-revealing deep video super-resolution

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.771471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2e822469-5ad7-4e6a-a103-5bd10b5efd4a · outbound

This paper cites TDAN: Temporally-deformable alignment network for video super-resolution.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration TDAN: Temporally-deformable alignment network for video super-resolution

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.755971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a8c5b9bd-8e7a-4089-a0ed-e93832619eac · outbound

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

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Towards Accurate Generative Models of Video: A New Metric & Challenges

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.800870Z

Source-reported events for the cited work

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Observation 4b42df6d-2b9c-48e3-a13e-cb436daf9e96 · outbound

This paper cites Attention is all you need.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Attention is all you need

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.741032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0d4d614d-b0cb-4a70-9293-771727ddc43c · outbound

This paper cites Ex- ploring clip for assessing the look and feel of images.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Ex- ploring clip for assessing the look and feel of images

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.726672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b53b5b01-ccaa-4da4-a43d-ab86054f56a9 · outbound

This paper cites Chan, and Chen Change Loy.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Chan, and Chen Change Loy

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.711778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2df4d516-2155-4817-960f-a1ca06aee9c0 · outbound

This paper cites Edvr: Video restoration with enhanced deformable convolutional networks.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Edvr: Video restoration with enhanced deformable convolutional networks

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.696951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5264ef53-c5f7-4f19-8658-7097c91f3938 · outbound

This paper cites Real-esrgan: Training real-world blind super-resolution with pure synthetic data.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Real-esrgan: Training real-world blind super-resolution with pure synthetic data

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.681920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9c3e5919-7800-4858-b320-48cab830e802 · outbound

This paper cites VideoComposer: Compositional video synthesis with motion controllability.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration VideoComposer: Compositional video synthesis with motion controllability

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.667172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 23a8a5e0-bcac-4d9a-8420-1ae197b07633 · outbound

This paper cites Fast-vqa: Efficient end-to-end video quality assessment with fragment sampling.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Fast-vqa: Efficient end-to-end video quality assessment with fragment sampling

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.651925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 540fd073-bd1d-41dc-9c52-6f4279539ed7 · outbound

This paper cites Exploring video quality assessment on user generated contents from aesthetic and technical perspectives.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Exploring video quality assessment on user generated contents from aesthetic and technical perspectives

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.637431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b1358c03-b3fe-46d3-8e7f-565bbf057b95 · outbound

This paper cites SeeSR: Towards semantics-aware real-world image super-resolution.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration SeeSR: Towards semantics-aware real-world image super-resolution

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.621990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e2bf12ed-cf65-45f4-94ad-7e86606eead4 · outbound

This paper cites Mitigating artifacts in real-world video super-resolution models.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Mitigating artifacts in real-world video super-resolution models

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.607405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2fc0e92b-8b61-467a-9b4b-33c71bfb683d · outbound

This paper cites an unresolved cited work.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:33:43.593151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5085b4ac-8c97-44ce-945a-e8bb9c0be675 · outbound

This paper cites Real- world video super-resolution: A benchmark dataset and a decomposition based learning scheme.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Real- world video super-resolution: A benchmark dataset and a decomposition based learning scheme

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.578576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7f43bcb7-3a96-4593-a965-c059f728db7e · outbound

This paper cites Motion- guided latent diffusion for temporally consistent real-world video super-resolution.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Motion- guided latent diffusion for temporally consistent real-world video super-resolution

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.563810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4d1e5129-6d8b-4c8b-bb95-814c2b1874ca · outbound

This paper cites Inf-DiT: Upsampling Any-Resolution Image with Memory-Efficient Diffusion Transformer.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Inf-DiT: Upsampling Any-Resolution Image with Memory-Efficient Diffusion Transformer

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.861644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aae4eb55-d5dd-45b2-86e4-8f1081d125ec · outbound

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

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.866016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fca47ef-d73e-4eec-bfa6-2cc8e6e7e2c0 · outbound

This paper cites Diffir2vr- zero: Zero-shot video restoration with diffusion-based image restoration models.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Diffir2vr- zero: Zero-shot video restoration with diffusion-based image restoration models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.870678Z

Source-reported events for the cited work

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Observation ef0db7ea-4a19-4baf-ae70-fc362d25fa52 · outbound

This paper cites Progressive fusion video super-resolution network via exploiting non-local spatio-temporal correlations.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Progressive fusion video super-resolution network via exploiting non-local spatio-temporal correlations

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.549107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8e112f47-0cb2-4c7f-97ce-dc8252ca7fd2 · outbound

This paper cites FMA-Net: Flow-guided dynamic filtering and iterative feature refine- ment with multi-attention for joint video super-resolution and deblurring.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration FMA-Net: Flow-guided dynamic filtering and iterative feature refine- ment with multi-attention for joint video super-resolution and deblurring

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.533602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 25fadbb8-110f-41f9-821f-17036d451c15 · outbound

This paper cites Scaling up to excellence: Practicing model scaling for photo- realistic image restoration in the wild.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Scaling up to excellence: Practicing model scaling for photo- realistic image restoration in the wild

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.518472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b204ba8d-7625-4425-96ca-731dc3e76587 · outbound

This paper cites Language model beats diffusion - tokenizer is key to visual generation.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Language model beats diffusion - tokenizer is key to visual generation

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.503388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a44ce018-b9e4-4de8-a25b-4c8216f2ba75 · outbound

This paper cites DifFace: Blind Face Restoration with Diffused Error Contraction.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration DifFace: Blind Face Restoration with Diffused Error Contraction

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.892241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a7b5889-1653-4600-a872-c8198563f401 · outbound

This paper cites Resshift: Efficient diffusion model for image super-resolution by resid- ual shifting.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Resshift: Efficient diffusion model for image super-resolution by resid- ual shifting

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.488453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f70b641e-2eee-4e06-bea9-d92ed24467f7 · outbound

This paper cites Effi- cient diffusion model for image restoration by residual shift- ing.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Effi- cient diffusion model for image restoration by residual shift- ing

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.473046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f7c1a489-f256-4670-9252-28d5561797a6 · outbound

This paper cites The unreasonable effectiveness of deep fea- tures as a perceptual metric.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration The unreasonable effectiveness of deep fea- tures as a perceptual metric

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.458859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cd0fae0c-c86f-450a-97d9-ccbfe2a340b3 · outbound

This paper cites The unreasonable effectiveness of deep fea- tures as a perceptual metric.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration The unreasonable effectiveness of deep fea- tures as a perceptual metric

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.444657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f436583e-59cc-4f55-92d9-299b95a44f15 · outbound

This paper cites RealViformer: Investigating attention for real-world video super-resolution.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration RealViformer: Investigating attention for real-world video super-resolution

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.428969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 11d377aa-f008-4167-b486-41850c23be6e · outbound

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

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Tora: Trajectory-oriented Diffusion Transformer for Video Generation

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.921044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cc163d6-037c-4fbf-9608-f9a4f20cdec6 · outbound

This paper cites Cv-vae: A compatible video vae for latent generative video models.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Cv-vae: A compatible video vae for latent generative video models

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.411843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 904c2041-37ad-4f91-ad19-46d6b13071d6 · outbound

This paper cites Open-sora: Democratizing efficient video production for all.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Open-sora: Democratizing efficient video production for all

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.396316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eb1ba082-e880-4395-adf2-1231ae0119f6 · outbound

This paper cites Chan, Chongyi Li, and Chen Change Loy.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Chan, Chongyi Li, and Chen Change Loy

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.381197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 25ecae94-68df-4e55-82a2-f80827fbdb27 · outbound

This paper cites Upscale-A-Video: Temporal- consistent diffusion model for real-world video super- resolution.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration Upscale-A-Video: Temporal- consistent diffusion model for real-world video super- resolution

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.365193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 67100869-fe68-4c32-9058-eabfd3c9458e · outbound

This paper cites SRFormer: Permuted self-attention for single image super-resolution.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration SRFormer: Permuted self-attention for single image super-resolution

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:33:43.349531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 310a8601-d823-4e9a-81c4-10ce845d44cd · outbound

This paper cites SRFormerV2: Taking a Closer Look at Permuted Self-Attention for Image Super-Resolution.

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration SRFormerV2: Taking a Closer Look at Permuted Self-Attention for Image Super-Resolution

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:42.945959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d1950a46-d4a7-433c-a2c3-a70752f6b632 · inbound

Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis cites this paper.

Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T11:52:25.378257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0da258f0-d998-4d49-afff-a4d965943c70 · inbound

Hunyuan-Game: Industrial-grade Intelligent Game Creation Model cites this paper.

Hunyuan-Game: Industrial-grade Intelligent Game Creation Model SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:35.351643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75eb13e1-e828-4652-8794-2ee5303f3f75 · inbound

LiftVSR: Lifting Image Diffusion to Video Super-Resolution via Hybrid Temporal Modeling with Only 4$\times$RTX 4090s cites this paper.

LiftVSR: Lifting Image Diffusion to Video Super-Resolution via Hybrid Temporal Modeling with Only 4$\times$RTX 4090s SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:34.430493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd963546-6a6e-4856-89fc-508233097579 · inbound

SURF: Signature-Retained Fast Video Generation cites this paper.

SURF: Signature-Retained Fast Video Generation SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-21T18:14:17.583788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.