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20242026
most citedRethinking Decoders for Transformer-based Semantic Segmentation: A Compression Perspective

1 citations · 1 across the 3 of their papers we have counts for

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cs.LG2025

Towards Interpretable and Efficient Attention: Compressing All by Contracting a Few

Qishuai Wen, Zhiyuan Huang, Chun-Guang Li

Attention mechanisms have achieved significant empirical success in multiple fields, but their underlying optimization objectives remain unclear yet. Moreover, the quadratic comple…

cs.CV2025

Temporal Rate Reduction Clustering for Human Motion Segmentation

Xianghan Meng, Zhengyu Tong, Zhiyuan Huang +1

Human Motion Segmentation (HMS), which aims to partition videos into non-overlapping human motions, has attracted increasing research attention recently. Existing approaches for HM…