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36 Results
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Poster
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Wed 8:45 |
One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning Shaochen (Henry) Zhong · Zaichuan You · Jiamu Zhang · Sebastian Zhao · Zachary LeClaire · Zirui Liu · Daochen Zha · Vipin Chaudhary · Shuai Xu · Xia Hu |
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Poster
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Wed 8:45 |
LLM-Pruner: On the Structural Pruning of Large Language Models Xinyin Ma · Gongfan Fang · Xinchao Wang |
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Poster
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Wed 8:45 |
SUBP: Soft Uniform Block Pruning for 1×N Sparse CNNs Multithreading Acceleration JINGYANG XIANG · Siqi Li · Jun Chen · Guang Dai · Shipeng Bai · Yukai Ma · Yong Liu |
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Poster
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Wed 15:00 |
Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection Chao Chen · Zhihang Fu · Kai Liu · Ze Chen · Mingyuan Tao · Jieping Ye |
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Poster
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Tue 15:15 |
Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing Nived Rajaraman · Fnu Devvrit · Aryan Mokhtari · Kannan Ramchandran |
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Poster
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Wed 8:45 |
Learning Large-scale Neural Fields via Context Pruned Meta-Learning Jihoon Tack · Subin Kim · Sihyun Yu · Jaeho Lee · Jinwoo Shin · Jonathan Richard Schwarz |
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Poster
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Thu 15:00 |
Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers Sotiris Anagnostidis · Dario Pavllo · Luca Biggio · Lorenzo Noci · Aurelien Lucchi · Thomas Hofmann |
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Poster
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Thu 15:00 |
Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask? Hoang Pham · The Anh Ta · Shiwei Liu · Shiwei Liu · Lichuan Xiang · Dung Le · Hongkai Wen · Long Tran-Thanh |
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Poster
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Tue 15:15 |
Pruning vs Quantization: Which is Better? Andrey Kuzmin · Markus Nagel · Mart van Baalen · Arash Behboodi · Tijmen Blankevoort |
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Poster
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Thu 8:45 |
PDP: Parameter-free Differentiable Pruning is All You Need Minsik Cho · Saurabh Adya · Devang Naik |
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Poster
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Wed 15:00 |
Structural Pruning for Diffusion Models Gongfan Fang · Xinyin Ma · Xinchao Wang |
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Poster
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Tue 15:15 |
Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis Shreyas Malakarjun Patil · Loizos Michael · Constantine Dovrolis |