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15 Results
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Poster
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Tue 14:30 |
Efficient Multi-Objective Neural Architecture Search via Lamarckian Evolution Thomas Elsken · Jan Hendrik Metzen · Frank Hutter |
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Poster
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Wed 9:00 |
Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search Lars Buesing · Theophane Weber · Yori Zwols · Nicolas Heess · Sebastien Racaniere · Arthur Guez · Jean-Baptiste Lespiau |
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Poster
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Wed 9:00 |
CEM-RL: Combining evolutionary and gradient-based methods for policy search Aloïs Pourchot · Olivier Sigaud |
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Poster
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Tue 14:30 |
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware Han Cai · Ligeng Zhu · Song Han |
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Poster
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Wed 14:30 |
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks Jonathan Frankle · Michael Carbin |
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Poster
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Thu 9:00 |
Learning to Design RNA Frederic Runge · Danny Stoll · Stefan Falkner · Frank Hutter |
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Poster
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Wed 14:30 |
Rethinking the Value of Network Pruning Zhuang Liu · Mingjie Sun · Tinghui Zhou · Gao Huang · Trevor Darrell |
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Poster
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Tue 14:30 |
Learnable Embedding Space for Efficient Neural Architecture Compression Shengcao Cao · Xiaofang Wang · Kris M Kitani |
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Poster
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Tue 14:30 |
Graph HyperNetworks for Neural Architecture Search Chris Zhang · Mengye Ren · Raquel Urtasun |
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Poster
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Tue 9:00 |
Learning a SAT Solver from Single-Bit Supervision Daniel Selsam · Matthew Lamm · Benedikt B\"{u}nz · Percy Liang · Leonardo Moura · David L Dill |
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Poster
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Tue 14:30 |
SNAS: stochastic neural architecture search Sirui Xie · Hehui Zheng · Chunxiao Liu · Liang Lin |
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Poster
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Wed 9:00 |
ProMP: Proximal Meta-Policy Search Jonas Rothfuss · Dennis Lee · Ignasi Clavera · Tamim Asfour · Pieter Abbeel |