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80 Results
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Poster
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Compressible-composable NeRF via Rank-residual Decomposition Jiaxiang Tang · Xiaokang Chen · Jingbo Wang · Gang Zeng |
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Poster
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Wed 14:00 |
Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning Harikrishnan N B · Aditi Kathpalia · Nithin Nagaraj |
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Poster
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Wed 14:00 |
DC-BENCH: Dataset Condensation Benchmark Justin CUI · Ruochen Wang · Si Si · Cho-Jui Hsieh |
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Poster
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Wed 9:00 |
Weighted Mutual Learning with Diversity-Driven Model Compression Miao Zhang · Li Wang · David Campos · Wei Huang · Chenjuan Guo · Bin Yang |
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Poster
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"Lossless" Compression of Deep Neural Networks: A High-dimensional Neural Tangent Kernel Approach lingyu gu · Yongqi Du · yuan zhang · Di Xie · Shiliang Pu · Robert Qiu · Zhenyu Liao |
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Poster
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Wed 9:00 |
Deep Compression of Pre-trained Transformer Models Naigang Wang · Chi-Chun (Charlie) Liu · Swagath Venkataramani · Sanchari Sen · Chia-Yu Chen · Kaoutar El Maghraoui · Vijayalakshmi (Viji) Srinivasan · Leland Chang |
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Poster
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Tue 9:00 |
XTC: Extreme Compression for Pre-trained Transformers Made Simple and Efficient Xiaoxia Wu · Zhewei Yao · Minjia Zhang · Conglong Li · Yuxiong He |
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Poster
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A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models Yuanxin Liu · Fandong Meng · Zheng Lin · Jiangnan Li · Peng Fu · Yanan Cao · Weiping Wang · Jie Zhou |
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Poster
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Tue 9:00 |
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training Geng Yuan · Yanyu Li · Sheng Li · Zhenglun Kong · Sergey Tulyakov · Xulong Tang · Yanzhi Wang · Jian Ren |
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Poster
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Thu 9:00 |
Data-Efficient Structured Pruning via Submodular Optimization Marwa El Halabi · Suraj Srinivas · Simon Lacoste-Julien |
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Poster
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VTC-LFC: Vision Transformer Compression with Low-Frequency Components Zhenyu Wang · Hao Luo · Pichao WANG · Feng Ding · Fan Wang · Hao Li |
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Poster
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Tue 14:00 |
BEER: Fast Rate for Decentralized Nonconvex Optimization with Communication Compression Haoyu Zhao · Boyue Li · Zhize Li · Peter Richtarik · Yuejie Chi |