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59 Results
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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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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 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 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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Thu 14:00 |
UDC: Unified DNAS for Compressible TinyML Models for Neural Processing Units Igor Fedorov · Ramon Matas · Hokchhay Tann · Chuteng Zhou · Matthew Mattina · Paul Whatmough |
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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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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 |
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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Thu 9:00 |
A Classification of -invariant Shallow Neural Networks Devanshu Agrawal · James Ostrowski |
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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 |
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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 |