Investigating Spatiotemporal Redundancy in Video Transformer for Collision Anticipation

arXiv:2610.04727 · cs.CV · Submitted 2026-10-03 · Read on arXiv

cs.CV

Submitted: 2026-10-03

Updated: 2026-10-03

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Redundancy — 1× in this paper · explained in 2 episodes
• Transformer — 1× in this paper · explained in 2 episodes

Sources

• Token Merging: Your ViT But Faster
• A VideoMAE-v2 Approach to Zero-Shot Traffic Accident Anticipation
• State-Change Learning for Prediction of Future Events in Endoscopic Videos

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