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559 Results
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Demonstration
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Tue 17:30 |
Learning Machines can Curl - Adaptive Deep Reinforcement Learning enables the robot Curly to win against human players in an icy world Dong-Ok Won · Sang-Hoon Lee · Klaus-Robert Müller · Seong-Whan Lee |
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Poster
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Thu 10:45 |
Wide Neural Networks of Any Depth Evolve as Linear Models Under Gradient Descent Jaehoon Lee · Lechao Xiao · Samuel Schoenholz · Yasaman Bahri · Roman Novak · Jascha Sohl-Dickstein · Jeffrey Pennington |
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Poster
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Tue 10:45 |
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks Ruben Villegas · Arkanath Pathak · Harini Kannan · Dumitru Erhan · Quoc V Le · Honglak Lee |
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Poster
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Tue 10:45 |
Practical and Consistent Estimation of f-Divergences Paul Rubenstein · Olivier Bousquet · Josip Djolonga · Carlos Riquelme · Ilya Tolstikhin |
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Poster
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Tue 10:45 |
Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics Giancarlo Kerg · Kyle Goyette · Maximilian Puelma Touzel · Gauthier Gidel · Eugene Vorontsov · Yoshua Bengio · Guillaume Lajoie |
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Poster
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Tue 10:45 |
Partially Encrypted Deep Learning using Functional Encryption Théo Ryffel · David Pointcheval · Francis Bach · Edouard Dufour-Sans · Romain Gay |
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Poster
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Tue 17:30 |
Implicit Regularization of Discrete Gradient Dynamics in Linear Neural Networks Gauthier Gidel · Francis Bach · Simon Lacoste-Julien |
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Poster
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Wed 17:00 |
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi · Aaron van den Oord · Oriol Vinyals |
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Poster
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Thu 10:45 |
SGD on Neural Networks Learns Functions of Increasing Complexity Dimitris Kalimeris · Gal Kaplun · Preetum Nakkiran · Benjamin Edelman · Tristan Yang · Boaz Barak · Haofeng Zhang |
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Poster
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Thu 10:45 |
RUDDER: Return Decomposition for Delayed Rewards Jose A. Arjona-Medina · Michael Gillhofer · Michael Widrich · Thomas Unterthiner · Johannes Brandstetter · Sepp Hochreiter |
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Poster
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Wed 10:45 |
Multi-source Domain Adaptation for Semantic Segmentation Sicheng Zhao · Bo Li · Xiangyu Yue · Yang Gu · Pengfei Xu · Runbo Hu · Hua Chai · Kurt Keutzer |
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Poster
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Wed 10:45 |
Global Sparse Momentum SGD for Pruning Very Deep Neural Networks Xiaohan Ding · guiguang ding · Xiangxin Zhou · Yuchen Guo · Jungong Han · Ji Liu |