Zhanzhong Pang*

Long-Tail Temporal Action Segmentation with Group-wise Temporal Logit Adjustment

"Procedural activity videos often exhibit a long-tailed action distribution due to varying action frequencies and durations. However, state-of-the-art temporal action segmentation methods overlook the long tail and fail to recognize tail actions. Existing long-tail methods make class-independent ass…