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13 Results
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Workshop
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SpeqNets: Sparsity-aware Permutation-equivariant Graph Networks Christopher Morris · Gaurav Rattan · Sandra Kiefer · Siamak Ravanbakhsh |
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Poster
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Mon 2:30 |
Encoding Weights of Irregular Sparsity for Fixed-to-Fixed Model Compression baeseong park · Se Jung Kwon · Daehwan Oh · Byeonguk Kim · Dongsoo Lee |
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Poster
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Mon 2:30 |
Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity Shiwei Liu · Tianlong Chen · Zahra Atashgahi · Xiaohan Chen · Ghada Sokar · Elena Mocanu · Mykola Pechenizkiy · Zhangyang Wang · Decebal Mocanu |
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Poster
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Thu 10:30 |
Divisive Feature Normalization Improves Image Recognition Performance in AlexNet Michelle Miller · SueYeon Chung · Ken Miller |
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Poster
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Thu 2:30 |
Sparsity Winning Twice: Better Robust Generalization from More Efficient Training Tianlong Chen · Zhenyu Zhang · pengjun wang · Santosh Balachandra · Haoyu Ma · Zehao Wang · Zhangyang Wang |
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Poster
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Tue 10:30 |
ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity Xinchi Qiu · Javier Fernandez-Marques · Pedro Porto Buarque de Gusmao · Yan Gao · Titouan Parcollet · Nicholas Lane |
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Poster
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Thu 18:30 |
Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity Byungseok Roh · JaeWoong Shin · Wuhyun Shin · Saehoon Kim |
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Spotlight
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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 |
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Poster
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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 |
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Workshop
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Improved Image Generation via Sparsity roy ganz · Michael Elad |
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Workshop
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Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity Shiyun Xu · Zhiqi Bu · Pratik A Chaudhari · Ian Barnett |
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Poster
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Tue 2:30 |
On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning Marc Vischer · Robert Lange · Henning Sprekeler |