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19 Results
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Workshop
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SICNN: Sparsity-induced Input Convex Neural Network for Optimal Transport Peter Chen · Yue Xie · Qingpeng Zhang |
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Poster
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Wed 16:30 |
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries Tianyuan Jin · Kyoungseok Jang · Nicolò Cesa-Bianchi |
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Poster
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Thu 11:00 |
Learn To be Efficient: Build Structured Sparsity in Large Language Models Haizhong Zheng · Xiaoyan Bai · Xueshen Liu · Zhuoqing Morley Mao · Beidi Chen · Fan Lai · Atul Prakash |
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Poster
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Fri 11:00 |
SFT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity Xinyu Yang · Jixuan Leng · Geyang Guo · Jiawei Zhao · Ryumei Nakada · Linjun Zhang · Huaxiu Yao · Beidi Chen |
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Poster
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Fri 16:30 |
Improving Decision Sparsity Yiyang Sun · Tong Wang · Cynthia Rudin |
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Poster
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Fri 11:00 |
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models Gongfan Fang · Hongxu Yin · Saurav Muralidharan · Greg Heinrich · Jeff Pool · Jan Kautz · Pavlo Molchanov · Xinchao Wang |
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Poster
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Thu 11:00 |
Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models Lujun Li · Peijie Dong · Zhenheng Tang · Xiang Liu · Qiang Wang · Wenhan Luo · Wei Xue · Qifeng Liu · Xiaowen Chu · Yike Guo |
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Poster
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Fri 16:30 |
On the Sparsity of the Strong Lottery Ticket Hypothesis Emanuele Natale · Davide Ferre · Giordano Giambartolomei · Frederic Giroire · Frederik Mallmann-Trenn |
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Poster
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Fri 16:30 |
Navigating Extremes: Dynamic Sparsity in Large Output Spaces Nasibullah Nasibullah · Erik Schultheis · Mike Lasby · Yani Ioannou · Rohit Babbar |
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Poster
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Thu 16:30 |
Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment Wei Li · Lujun Li · Mark Lee · Shengjie Sun |
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Workshop
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Adversarial Bounding Boxes Generation (ABBG) Attack against Visual Object Trackers Fatemeh Nourilenjan Nokabadi · Jean-Francois Lalonde · Christian Gagné |
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Workshop
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Empirical Upper Bounds for Unstructured Sparsity in Compute-Efficient Language Modeling Esha Singh · Shane Bergsma · Nolan Dey · Joel Hestness · Gavia Gray |