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Poster
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Wed 14:00
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DC-BENCH: Dataset Condensation Benchmark
Justin CUI · Ruochen Wang · Si Si · Cho-Jui Hsieh
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Workshop
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Training graph neural networks with policy gradients to perform tree search
Matthew Macfarlane · Diederik Roijers · Herke van Hoof
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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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Workshop
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Sat 8:55
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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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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
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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
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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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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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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
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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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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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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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