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28 Results
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Workshop
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Towards architectural optimization of equivariant neural networks over subgroups Kaitlin Maile · Dennis Wilson · Patrick Forré |
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Poster
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Sparse Structure Search for Delta Tuning Shengding Hu · Zhen Zhang · Ning Ding · Yadao Wang · Yasheng Wang · Zhiyuan Liu · Maosong Sun |
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Poster
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Thu 9:00 |
Generalization Properties of NAS under Activation and Skip Connection Search Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher |
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Poster
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BLOX: Macro Neural Architecture Search Benchmark and Algorithms Thomas Chau · Łukasz Dudziak · Hongkai Wen · Nicholas Lane · Mohamed Abdelfattah |
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Poster
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Tue 9:00 |
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search YAO SHU · Zhongxiang Dai · Zhaoxuan Wu · Bryan Kian Hsiang Low |
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Poster
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Tue 9:00 |
EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring Yash Akhauri · Juan Munoz · Nilesh Jain · Ravishankar Iyer |
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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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Workshop
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Faster Hyperparameter Search on Graphs via Calibrated Dataset Condensation Mucong Ding · Xiaoyu Liu · Tahseen Rabbani · Furong Huang |
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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 |