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33 Results
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Workshop
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Thu 4:00 |
SemDeDup: Data-efficient learning at web-scale through semantic deduplication Amro Kamal · Kushal Tirumala · Daniel Simig · Surya Ganguli · Ari Morcos |
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Poster
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Symmetric Pruning in Quantum Neural Networks Xinbiao Wang · Junyu Liu · Tongliang Liu · Yong Luo · Yuxuan Du · Dacheng Tao |
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Poster
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Tue 7:30 |
A Unified Framework for Soft Threshold Pruning Yanqi Chen · Zhengyu Ma · Wei Fang · Xiawu Zheng · Zhaofei Yu · Yonghong Tian |
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Poster
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Pruning Deep Neural Networks from a Sparsity Perspective Enmao Diao · Ganghua Wang · Jiawei Zhang · Yuhong Yang · Jie Ding · VAHID TAROKH |
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Poster
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Mon 2:30 |
A General Framework For Proving The Equivariant Strong Lottery Ticket Hypothesis Damien Ferbach · Christos Tsirigotis · Gauthier Gidel · Joey Bose |
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Poster
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Tue 2:30 |
LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification Sharath Girish · Kamal Gupta · Saurabh Singh · Abhinav Shrivastava |
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Poster
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Minimum Variance Unbiased N:M Sparsity for the Neural Gradients Brian Chmiel · Itay Hubara · Ron Banner · Daniel Soudry |
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Poster
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Tue 2:30 |
Data Valuation Without Training of a Model Nohyun Ki · Hoyong Choi · Hye Won Chung |
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Poster
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NTK-SAP: Improving neural network pruning by aligning training dynamics Yite Wang · Dawei Li · Ruoyu Sun |
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Poster
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Tue 2:30 |
Holistic Adversarially Robust Pruning Qi Zhao · Christian Wressnegger |
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Poster
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Mon 7:30 |
TVSPrune - Pruning Non-discriminative filters via Total Variation separability of intermediate representations without fine tuning Chaitanya Murti · Tanay Narshana · Chiranjib Bhattacharyya |
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Workshop
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Fri 5:00 |
Spotlight: Massive Language Models Can be Accurately Pruned in One-Shot Elias Frantar · Dan Alistarh |