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430 Results
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Poster
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Wed 14:00 |
Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning Byungchan Ko · Jungseul Ok |
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Workshop
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Fri 8:25 |
Deep Reinforcement Learning Workshop Karol Hausman · Qi Zhang · Matthew Taylor · Martha White · Suraj Nair · Manan Tomar · Risto Vuorio · Ted Xiao · Zeyu Zheng · Manan Tomar |
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Poster
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Tue 9:00 |
Understanding Deep Contrastive Learning via Coordinate-wise Optimization Yuandong Tian |
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Poster
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Thu 9:00 |
On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification Sanyam Kapoor · Wesley Maddox · Pavel Izmailov · Andrew Wilson |
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Affinity Workshop
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Separate and Extract a Mixed Audio Using Deep Learning Wesagn Dawit Chemma |
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Poster
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Wed 14:00 |
Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient Yewen Li · Chaojie Wang · Zhibin Duan · Dongsheng Wang · Bo Chen · Bo An · Mingyuan Zhou |
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Poster
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Tue 14:00 |
Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network SIQI LIANG · Yan Sun · Faming Liang |
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Affinity Workshop
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Multimodal Deep Learning for Weapon Detection Parie Desai · Prajwal Saokar · William Wansing |
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Workshop
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Meta-learning of Black-box Solvers Using Deep Reinforcement Learning Cedric Malherbe · Aladin Virmaux · Ludovic Dos Santos · Sofian Chaybouti |
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Poster
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Tue 14:00 |
Learning Manifold Dimensions with Conditional Variational Autoencoders Yijia Zheng · Tong He · Yixuan Qiu · David P Wipf |
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Poster
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Wed 9:00 |
A Variational Edge Partition Model for Supervised Graph Representation Learning Yilin He · Chaojie Wang · Hao Zhang · Bo Chen · Mingyuan Zhou |
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Poster
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Wed 9:00 |
Understanding the Evolution of Linear Regions in Deep Reinforcement Learning Setareh Cohan · Nam Hee Kim · David Rolnick · Michiel van de Panne |