Motion-Causal Token Selection for Cross-Dataset Action Recognition
Action recognition in video data has achieved remarkable success under the traditional intra-dataset evaluation paradigm, where training and testing data are drawn from identical distributions. However, deploying these models in real-world scenarios frequently results in severe performance degradation due to domain shi...