Revisiting Kernel Temporal Segmentation as an Adaptive Tokenizer for Long-form Video Understanding

Mohamed Afham, Satya Narayan Shukla, Omid Poursaeed +3

While most modern video understanding models operate on short-range clips, real-world videos are often several minutes long with semantically consistent segments of variable length…