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Poster
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Tue 14:00
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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 14:00
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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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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
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A Classification of G-invariant Shallow Neural Networks
Devanshu Agrawal · James Ostrowski
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Poster
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Tue 9:00
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Efficient Architecture Search for Diverse Tasks
Junhong Shen · Misha Khodak · Ameet Talwalkar
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Poster
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Thu 9:00
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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
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Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons
Paul Bertens · Seong-Whan Lee
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Workshop
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MC-DARTS : Model Size Constrained Differentiable Architecture Search
Kazuki Hemmi · Yuki Tanigaki · Masaki Onishi
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Poster
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Tue 9:00
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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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Cross-device Federated Architecture Search
Stefanos Laskaridis · Javier Fernandez-Marques · Łukasz Dudziak
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Poster
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Thu 14:00
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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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