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Workshop
Fri 3:05 Model Selection's Disparate Impact in Real-World Deep Learning Applications
Jessica Forde · A. Feder Cooper
Poster
Thu 1:00 An Unsupervised Deep Learning Approach for Real-World Image Denoising
Dihan Zheng · Sia Huat Tan · Xiaowen Zhang · Zuoqiang Shi · Kaisheng Ma · Chenglong Bao
Poster
Tue 1:00 Practical Real Time Recurrent Learning with a Sparse Approximation
Jacob Menick · Erich Elsen · Utku Evci · Simon Osindero · Karen Simonyan · Alex Graves
Spotlight
Thu 5:15 Practical Real Time Recurrent Learning with a Sparse Approximation
Jacob Menick · Erich Elsen · Utku Evci · Simon Osindero · Karen Simonyan · Alex Graves
Poster
Tue 1:00 Contemplating Real-World Object Classification
Ali Borji
Poster
Tue 1:00 Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies
Dominik Schmidt · Georgia Koppe · Zahra Monfared · Max Beutelspacher · Daniel Durstewitz
Workshop
What is Going on Inside Recurrent Meta Reinforcement Learning Agents?
Safa Alver · Doina Precup
Spotlight
Tue 5:28 Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies
Dominik Schmidt · Georgia Koppe · Zahra Monfared · Max Beutelspacher · Daniel Durstewitz
Oral
Wed 11:45 Evolving Reinforcement Learning Algorithms
John Co-Reyes · Yingjie Miao · Daiyi Peng · Esteban Real · Quoc V Le · Sergey Levine · Honglak Lee · Aleksandra Faust
Poster
Wed 17:00 Evolving Reinforcement Learning Algorithms
John Co-Reyes · Yingjie Miao · Daiyi Peng · Esteban Real · Quoc V Le · Sergey Levine · Honglak Lee · Aleksandra Faust
Spotlight
Thu 13:50 Disentangled Recurrent Wasserstein Autoencoder
Jun Han · Martin Min · Ligong Han · Erran Li · Xuan Zhang
Poster
Tue 9:00 Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding
Sana Tonekaboni · Danny Eytan · Anna Goldenberg