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57 Results
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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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Wed 9:00 |
JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search Archit Bansal · Danny Stoll · Maciej Janowski · Arber Zela · Frank Hutter |
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Poster
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Tue 14:00 |
Searching for Better Spatio-temporal Alignment in Few-Shot Action Recognition Yichao Cao · Xiu Su · Qingfei Tang · Shan You · Xiaobo Lu · Chang Xu |
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Poster
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Tue 9:00 |
Interpreting Operation Selection in Differentiable Architecture Search: A Perspective from Influence-Directed Explanations Miao Zhang · Wei Huang · Bin Yang |
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Workshop
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A code superoptimizer through neural Monte-Carlo tree search Wenda Zhou · Olga Solodova · Ryan Adams |
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Poster
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Thu 14:00 |
Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor Yuqiao Liu · Yehui Tang · Zeqiong Lv · Yunhe Wang · Yanan Sun |
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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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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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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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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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Workshop
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Fri 6:30 |
Efficiency Tradeoffs in the Design of Neural Search Systems Jimmy Lin |
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Workshop
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Conformer Search Using SE3-Transformers and Imitation Learning Luca Thiede · Santiago Miret · Krzysztof Sadowski · Haoping Xu · Mariano Phielipp · Alan Aspuru-Guzik |