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Workshop
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FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks Chaoyang He · Keshav Balasubramanian · Emir Ceyani · Yu Rong · Junzhou Huang · Murali Annavaram · Salman Avestimehr |
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Spotlight
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Tue 20:40 |
Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees? Zhen Qin · Le Yan · Honglei Zhuang · Yi Tay · Rama Kumar Pasumarthi · Xuanhui Wang · Michael Bendersky · Marc Najork |
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Poster
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Mon 17:00 |
PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics Zhiao Huang · Yuanming Hu · Tao Du · Siyuan Zhou · Hao Su · Joshua B Tenenbaum · Chuang Gan |
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Spotlight
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Thu 3:35 |
Quantifying Differences in Reward Functions Adam Gleave · Michael Dennis · Shane Legg · Stuart Russell · Jan Leike |
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Poster
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Wed 9:00 |
IsarStep: a Benchmark for High-level Mathematical Reasoning Wenda Li · Lei Yu · Yuhuai Wu · Lawrence Paulson |
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Workshop
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RobustBench: a standardized adversarial robustness benchmark francesco croce |
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Poster
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Wed 9:00 |
Benchmarks for Deep Off-Policy Evaluation Justin Fu · Mohammad Norouzi · Ofir Nachum · George Tucker · ziyu wang · Alexander Novikov · Sherry Yang · Michael Zhang · Yutian Chen · Aviral Kumar · Cosmin Paduraru · Sergey Levine · Thomas Paine |
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Spotlight
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Wed 21:15 |
PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics Zhiao Huang · Yuanming Hu · Tao Du · Siyuan Zhou · Hao Su · Joshua B Tenenbaum · Chuang Gan |
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Poster
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Wed 1:00 |
Degree-Quant: Quantization-Aware Training for Graph Neural Networks Shyam Tailor · Javier Fernandez-Marques · Nicholas Lane |
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Spotlight
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Mon 20:58 |
HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark Chaojian Li · Zhongzhi Yu · Yonggan Fu · Yongan Zhang · Yang Zhao · Haoran You · Qixuan Yu · Yue Wang · Cong Hao · Yingyan Lin |
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Poster
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Wed 9:00 |
NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition Abhinav Mehrotra · Alberto Gil Couto Pimentel Ramos · Sourav Bhattacharya · Łukasz Dudziak · Ravichander Vipperla · Thomas C Chau · Mohamed Abdelfattah · Samin Ishtiaq · Nicholas Lane |
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Workshop
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Fri 15:11 |
Contributed Talk #2: RobustBench: a standardized adversarial robustness benchmark francesco croce · Vikash Sehwag · Prateek Mittal · Matthias Hein |