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11 Results
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Workshop
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Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation Hui Wei · Maxwell Xu · Colin Samplawski · James Rehg · Santosh Kumar · Benjamin M Marlin |
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Workshop
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Brain-inspired -Convolution benefits large kernels and aligns better with visual cortex Jea Kwon · Kyungwoo Song · C. Lee |
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Workshop
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Sparsity for Communication-Efficient LoRA Kevin Kuo · Arian Raje · Kousik Rajesh · Virginia Smith |
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Workshop
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A case for sparse positive alignment of neural systems Jacob Prince · Colin Conwell · George Alvarez · Talia Konkle |
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Workshop
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Sat 2:40 |
Disentanglement via Mechanism Sparsity by Replaying Realizations of the Past Soroor Hediyeh-zadeh · Tom Fischer · Fabian Theis |
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Workshop
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Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity Lu Yin · You Wu · Zhenyu Zhang · Cheng-Yu Hsieh · Yaqing Wang · Yiling Jia · Gen Li · AJAY JAISWAL · Mykola Pechenizkiy · Yi Liang · Michael Bendersky · Zhangyang Wang · Shiwei Liu |
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Poster
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Fri 7:30 |
BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation Peng Xu · Wenqi Shao · Mengzhao Chen · Shitao Tang · Kaipeng Zhang · Gao Peng · Fengwei An · Yu Qiao · Ping Luo |
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Poster
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Wed 1:45 |
ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models Iman Mirzadeh · Keivan Alizadeh-Vahid · Sachin Mehta · Carlo C del Mundo · Oncel Tuzel · Golnoosh Samei · Mohammad Rastegari · Mehrdad Farajtabar |
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Poster
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Tue 7:30 |
Dynamic Sparse Training with Structured Sparsity Mike Lasby · Anna Golubeva · Utku Evci · Mihai Nica · Yani Ioannou |
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Poster
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Thu 1:45 |
DEEP NEURAL NETWORK INITIALIZATION WITH SPARSITY INDUCING ACTIVATIONS Ilan Price · Nicholas Daultry Ball · Adam Jones · Samuel Chun Hei Lam · Jared Tanner |
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Oral
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Wed 1:30 |
ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models Iman Mirzadeh · Keivan Alizadeh-Vahid · Sachin Mehta · Carlo C del Mundo · Oncel Tuzel · Golnoosh Samei · Mohammad Rastegari · Mehrdad Farajtabar |