firstbacksecondback
16 Results
|
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
|
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 |
|
|
Poster
|
Mon 2:30 |
The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training Shiwei Liu · Tianlong Chen · Xiaohan Chen · Li Shen · Decebal Mocanu · Zhangyang Wang · Mykola Pechenizkiy |
|
|
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 |
|
|
Poster
|
Mon 2:30 |
Signing the Supermask: Keep, Hide, Invert Nils Koster · Oliver Grothe · Achim Rettinger |
|
|
Poster
|
Thu 10:30 |
Revisit Kernel Pruning with Lottery Regulated Grouped Convolutions Shaochen (Henry) Zhong · Guanqun Zhang · Ningjia Huang · shuai xu |