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cs.CV2026
Breaking the accuracy-resource dilemma: a lightweight adaptive video inference enhancement
Wei Ma, Shaowu Chen, Junjie Ye +2
Existing video inference (VI) enhancement methods typically aim to improve performance by scaling up model sizes and employing sophisticated network architectures. While these appr…
cs.CV2025
Optimal Brain Connection: Towards Efficient Structural Pruning
Shaowu Chen, Wei Ma, Binhua Huang +5
Structural pruning has been widely studied for its effectiveness in compressing neural networks. However, existing methods often neglect the interconnections among parameters. To a…