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cs.CV2026
Jointly Learning Structured Representations and Stabilized Affinity for Human Motion Segmentation
Xianghan Meng, Zhiyuan Huang, Zhengyu Tong +1
Human Motion Segmentation (HMS), which aims to partition a video into non-overlapping segments corresponding to different human motions, has recently attracted increasing research…
cs.LG2026
Mixture-of-Top-k Attention: Efficient Attention via Scalable Fast Weights
Qishuai Wen, Zhiyuan Huang, Xianghan Meng +2
The vanilla self-attention mechanism in Transformers can be viewed as a two-layer fast-weight MLP, whose weights are dynamically induced by inputs and whose hidden dimension is equ…