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Poster
Tue 18:30 Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, And No Retraining
Miao Lu · Xiaolong Luo · Tianlong Chen · Wuyang Chen · Dong Liu · Zhangyang Wang
Spotlight
Tue 18:30 Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, And No Retraining
Miao Lu · Xiaolong Luo · Tianlong Chen · Wuyang Chen · Dong Liu · Zhangyang Wang
Poster
Tue 2:30 On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning
Marc Vischer · Robert Lange · Henning Sprekeler
Poster
Thu 10:30 Unified Visual Transformer Compression
Shixing Yu · Tianlong Chen · Jiayi Shen · Huan Yuan · Jianchao Tan · Sen Yang · Ji Liu · Zhangyang Wang
Poster
Thu 10:30 An Operator Theoretic View On Pruning Deep Neural Networks
William Redman · Maria Fonoberova · Ryan Mohr · Yannis Kevrekidis · Igor Mezic
Poster
Mon 10:30 Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning
Yulun Zhang · Huan Wang · Can Qin · Yun Fu
Poster
Wed 2:30 Proving the Lottery Ticket Hypothesis for Convolutional Neural Networks
Arthur da Cunha · Emanuele Natale · Laurent Viennot
Spotlight
Tue 2:30 On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning
Marc Vischer · Robert Lange · Henning Sprekeler
Poster
Tue 10:30 No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models
Chen Liang · Haoming Jiang · Simiao Zuo · Xz W · Xiaodong Liu · Jianfeng Gao · Weizhu Chen · Tuo Zhao
Poster
Mon 18:30 Effective Model Sparsification by Scheduled Grow-and-Prune Methods
Xiaolong Ma · Minghai Qin · Fei Sun · Zejiang Hou · Kun Yuan · Yi Xu · Yanzhi Wang · Yen-Kuang Chen · Rong Jin · Yuan Xie
Poster
Thu 2:30 SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning
Manuel Nonnenmacher · Thomas Pfeil · Ingo Steinwart · David Reeb
Poster
Mon 2:30 Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients
Milad Alizadeh · Shyam Tailor · Luisa Zintgraf · Joost van Amersfoort · Sebastian Farquhar · Nicholas Lane · Yarin Gal