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高校专区

University of Texas at Austin(得克萨斯大学奥斯汀分校)

2025-10-02 至 2025-10-02 共收录 3
2510.00368 2025-10-02 cs.LG

The Transformer Cookbook

Andy Yang, Christopher Watson, Anton Xue, Satwik Bhattamishra, Jose Llarena, William Merrill, Emile Dos Santos Ferreira, Anej Svete, David Chiang

机构 * University of Notre Dame(诺丁汉大学) University of Pennsylvania(宾夕法尼亚大学) University of Texas at Austin(德克萨斯大学奥斯汀分校) University of Oxford(牛津大学) Allen Institute for Artificial Intelligence(人工智能研究院) Stellenbosch University(斯坦福大学) ETH Zürich(苏黎世联邦理工学院)

Comments 39 pages

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2509.23585 2025-10-02 cs.LG cs.AI cs.CV

EVO-LRP: Evolutionary Optimization of LRP for Interpretable Model Explanations

Emerald Zhang, Julian Weaver, Samantha R Santacruz, Edward Castillo

机构 * University of Texas at Austin(德克萨斯大学奥斯汀分校)

Comments 15 pages

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2412.06545 2025-10-02 cs.LG

On How Iterative Magnitude Pruning Discovers Local Receptive Fields in Fully Connected Neural Networks

William T. Redman, Zhangyang Wang, Alessandro Ingrosso, Sebastian Goldt

机构 * UC Santa Barbara(加州大学圣芭芭拉分校) Johns Hopkins Applied Physics Lab(约翰霍普金斯应用物理实验室) UT Austin(得克萨斯大学奥斯汀分校) International Centre for Theoretical Physics(国际理论物理中心) Radboud University(拉德堡德大学) International School of Advanced Studies(国际高级研究学院)

Comments 18 pages, 9 figures, comments welcome!

Journal ref Proceedings of Conference on Parsimony and Learning (CPAL), 2025

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