Paper Citation Record · LEDGER

Is Space-Time Attention All You Need for Video Understanding?

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 25 inbound Pith citation observations for arXiv:2102.05095.

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

pith.paper-citation-record.v1
2102.05095 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:55:28.412053Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1359
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 140aac23-27fa-41c3-8ea3-ac9d6efb6e82 · inbound

Video Diffusion Models cites this paper.

Video Diffusion Models Is Space-Time Attention All You Need for Video Understanding?

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-13T14:38:27.964923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ab418a0-6bfc-4f97-990e-a8b928f6f186 · inbound

MOOSE: Pay Attention to Temporal Dynamics for Video Understanding via Optical Flows cites this paper.

MOOSE: Pay Attention to Temporal Dynamics for Video Understanding via Optical Flows Is Space-Time Attention All You Need for Video Understanding?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:55:28.412053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeb68259-9d9e-44d4-b995-f92cc6f0856e · inbound

Fine-Tuning Video Transformers for Word-Level Bangla Sign Language: A Comparative Analysis for Classification Tasks cites this paper.

Fine-Tuning Video Transformers for Word-Level Bangla Sign Language: A Comparative Analysis for Classification Tasks Is Space-Time Attention All You Need for Video Understanding?

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:14.159369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e0c1bef-2930-49ac-872f-316afaa219da · inbound

Data-Efficient Challenges in Visual Inductive Priors: A Retrospective cites this paper.

Data-Efficient Challenges in Visual Inductive Priors: A Retrospective Is Space-Time Attention All You Need for Video Understanding?

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T05:10:59.021704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a890a18d-7361-412a-8960-615401f929aa · inbound

Vision Transformer-Based Time-Series Image Reconstruction for Cloud-Filling Applications cites this paper.

Vision Transformer-Based Time-Series Image Reconstruction for Cloud-Filling Applications Is Space-Time Attention All You Need for Video Understanding?

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-19T08:02:10.626908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd7e80c6-f1a6-4542-be12-6e0b683c42a7 · inbound

Comparing Learning Paradigms for Egocentric Video Summarization cites this paper.

Comparing Learning Paradigms for Egocentric Video Summarization Is Space-Time Attention All You Need for Video Understanding?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T22:23:41.597659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c41e3d9-773f-4c9d-bf1e-460f39b99941 · inbound

MVP: Winning Solution to SMP Challenge 2025 Video Track cites this paper.

MVP: Winning Solution to SMP Challenge 2025 Video Track Is Space-Time Attention All You Need for Video Understanding?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T21:06:56.108327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9c232d4-c6b1-404e-8f17-5e6da800d8ae · inbound

Towards Open-Vocabulary Multimodal 3D Object Detection with Attributes cites this paper.

Towards Open-Vocabulary Multimodal 3D Object Detection with Attributes Is Space-Time Attention All You Need for Video Understanding?

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:01.481907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82bce4bf-2976-4f3a-a159-93b903fc27f8 · inbound

CascadeFormer: A Family of Two-stage Cascading Transformers for Skeleton-based Human Action Recognition cites this paper.

CascadeFormer: A Family of Two-stage Cascading Transformers for Skeleton-based Human Action Recognition Is Space-Time Attention All You Need for Video Understanding?

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T13:24:13.584772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a5d2dfb-a2a1-4b8a-bbeb-84eca88c0abd · inbound

Cataract-LMM Large-Scale Multi-Source Multi-Task Benchmark for Deep Learning in Surgical Video Analysis cites this paper.

Cataract-LMM Large-Scale Multi-Source Multi-Task Benchmark for Deep Learning in Surgical Video Analysis Is Space-Time Attention All You Need for Video Understanding?

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:40:55.918865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 76e0ead7-bfbe-4fa7-9d3f-13c125b192eb · inbound

A Space-Time Transformer for Precipitation Nowcasting cites this paper.

A Space-Time Transformer for Precipitation Nowcasting Is Space-Time Attention All You Need for Video Understanding?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T22:19:23.932491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45670124-a771-4715-b6df-cf104cb965f5 · inbound

RobustSora: De-Watermarked Benchmark for Robust AI-Generated Video Detection cites this paper.

RobustSora: De-Watermarked Benchmark for Robust AI-Generated Video Detection Is Space-Time Attention All You Need for Video Understanding?

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T23:13:39.376251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0c425cb9-266e-4991-aa6e-391b8754c243 · inbound

Explainable Fall Detection for Elderly Monitoring via Temporally Stable SHAP in Skeleton-Based Human Activity Recognition cites this paper.

Explainable Fall Detection for Elderly Monitoring via Temporally Stable SHAP in Skeleton-Based Human Activity Recognition Is Space-Time Attention All You Need for Video Understanding?

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-10T15:55:33.481242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8fd48442-8300-4968-afb9-7ebebff1f7dc · inbound

Seeing Further and Wider: Joint Spatio-Temporal Enlargement for Micro-Video Popularity Prediction cites this paper.

Seeing Further and Wider: Joint Spatio-Temporal Enlargement for Micro-Video Popularity Prediction Is Space-Time Attention All You Need for Video Understanding?

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:14:36.516021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8a4b40fe-1be0-441a-bd1e-de4a4bf32084 · inbound

Exploring High-Order Self-Similarity for Video Understanding cites this paper.

Exploring High-Order Self-Similarity for Video Understanding Is Space-Time Attention All You Need for Video Understanding?

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:59:49.399058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 539c8429-561d-4ffc-b7fa-1f728c33144f · inbound

Only Brains Align with Brains: Cross-Region Alignment Patterns Expose Limits of Normative Models cites this paper.

Only Brains Align with Brains: Cross-Region Alignment Patterns Expose Limits of Normative Models Is Space-Time Attention All You Need for Video Understanding?

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:56:07.521561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d788f70-2247-45f5-90fb-baff01f58a14 · inbound

Parameter-Efficient Multi-View Proficiency Estimation: From Discriminative Classification to Generative Feedback cites this paper.

Parameter-Efficient Multi-View Proficiency Estimation: From Discriminative Classification to Generative Feedback Is Space-Time Attention All You Need for Video Understanding?

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:16:24.059130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e67b4d71-56db-49d5-85a0-7d6e499a8a29 · inbound

LookWhen? Fast Video Recognition by Learning When, Where, and What to Compute cites this paper.

LookWhen? Fast Video Recognition by Learning When, Where, and What to Compute Is Space-Time Attention All You Need for Video Understanding?

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:40:52.109484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation edb86348-ec6e-48fb-9f45-737820589425 · inbound

CAM-VFD: Cross-Attention Multimodal Video Forgery Detection cites this paper.

CAM-VFD: Cross-Attention Multimodal Video Forgery Detection Is Space-Time Attention All You Need for Video Understanding?

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-20T15:13:25.080824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2303355-69b9-4e82-a690-322acc4b77b5 · inbound

Tensor Memory: Fixed-Size Recurrent State for Long-Horizon Transformers cites this paper.

Tensor Memory: Fixed-Size Recurrent State for Long-Horizon Transformers Is Space-Time Attention All You Need for Video Understanding?

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:13:48.619377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation daa30a4d-0e4f-4095-b886-38e9453a7445 · inbound

Signed Dual Attention: Capturing Signed Dependencies in Time Series Forecasting cites this paper.

Signed Dual Attention: Capturing Signed Dependencies in Time Series Forecasting Is Space-Time Attention All You Need for Video Understanding?

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:26:45.540511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 681dc00c-6bde-453d-a614-ff4caba6f2f5 · inbound

A multi-task spatiotemporal deep neural network for predicting penetration depth and morphology in laser welding cites this paper.

A multi-task spatiotemporal deep neural network for predicting penetration depth and morphology in laser welding Is Space-Time Attention All You Need for Video Understanding?

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-26T01:38:50.693618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 520529b3-782c-46a2-a61c-cdd8a937fe75 · inbound

Incentivizing Vision Language Models to Search for Long Video Question Answering cites this paper.

Incentivizing Vision Language Models to Search for Long Video Question Answering Is Space-Time Attention All You Need for Video Understanding?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T05:50:16.895740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93a2de9b-9a1a-4845-874b-f4b23582ace7 · inbound

The evolution of AI from image interpretation toward scientific inference in nanoparticle electron microscopy cites this paper.

The evolution of AI from image interpretation toward scientific inference in nanoparticle electron microscopy Is Space-Time Attention All You Need for Video Understanding?

Reference 104

Resolution: unresolved; no resolver link, observed 2026-07-14T12:06:28.342674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba800377-3a00-4419-9e01-e6dda56e0606 · inbound

GMoT: Gated Motion-Aware Tokenization for Fine-Grained Micro-Gesture Video Reasoning with Multimodal LLMs cites this paper.

GMoT: Gated Motion-Aware Tokenization for Fine-Grained Micro-Gesture Video Reasoning with Multimodal LLMs Is Space-Time Attention All You Need for Video Understanding?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T04:39:19.873848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.