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Poster
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NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search Yijian Qin · Ziwei Zhang · Xin Wang · Zeyang Zhang · Wenwu Zhu |
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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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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 |
Efficient Architecture Search for Diverse Tasks Junhong Shen · Misha Khodak · Ameet Talwalkar |
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Poster
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Tue 14:00 |
Is a Modular Architecture Enough? Sarthak Mittal · Yoshua Bengio · Guillaume Lajoie |
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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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Thu 9:00 |
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences Jianxin Li · Shuai Zhang · Hui Xiong · Haoyi Zhou |
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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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Thu 9:00 |
A Classification of $G$-invariant Shallow Neural Networks Devanshu Agrawal · James Ostrowski |
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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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Tue 14:00 |
Saliency-Aware Neural Architecture Search Ramtin Hosseini · Pengtao Xie |
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Poster
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ZARTS: On Zero-order Optimization for Neural Architecture Search Xiaoxing Wang · Wenxuan Guo · Jianlin Su · Xiaokang Yang · Junchi Yan |