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32 Results
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Poster
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Wed 14:00 |
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies Arjun Krishnakumar · Colin White · Arber Zela · Renbo Tu · Mahmoud Safari · Frank Hutter |
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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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Tue 9:00 |
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks Renbo Tu · Nicholas Roberts · Misha Khodak · Junhong Shen · Frederic Sala · Ameet Talwalkar |
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Poster
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Wed 9:00 |
TA-GATES: An Encoding Scheme for Neural Network Architectures Xuefei Ning · Zixuan Zhou · Junbo Zhao · Tianchen Zhao · Yiping Deng · Changcheng Tang · Shuang Liang · Huazhong Yang · Yu Wang |
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Poster
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Thu 9:00 |
Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models Dongkuan (DK) Xu · Subhabrata Mukherjee · Xiaodong Liu · Debadeepta Dey · Wenhui Wang · Xiang Zhang · Ahmed Awadallah · Jianfeng Gao |
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Poster
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Differentiable hierarchical and surrogate gradient search for spiking neural networks Kaiwei Che · Luziwei Leng · Kaixuan Zhang · Jianguo Zhang · Qinghu Meng · Jie Cheng · Qinghai Guo · Jianxing Liao |
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Poster
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Tue 14:00 |
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models Mojan Javaheripi · Gustavo de Rosa · Subhabrata Mukherjee · Shital Shah · Tomasz Religa · Caio Cesar Teodoro Mendes · Sebastien Bubeck · Farinaz Koushanfar · Debadeepta Dey |
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Poster
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Tue 14:00 |
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets Chengrun Yang · Gabriel Bender · Hanxiao Liu · Pieter-Jan Kindermans · Madeleine Udell · Yifeng Lu · Quoc V Le · Da Huang |