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181 Results
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Workshop
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Sat 8:00 |
Bayesian Deep Learning Yarin Gal · José Miguel Hernández-Lobato · Christos Louizos · Andrew Wilson · Andrew Wilson · Diederik Kingma · Zoubin Ghahramani · Kevin Murphy · Max Welling |
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Poster
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Mon 18:30 |
Deep Lattice Networks and Partial Monotonic Functions Seungil You · David Ding · Kevin Canini · Jan Pfeifer · Maya Gupta |
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Poster
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Wed 18:30 |
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning Wei Wen · Cong Xu · Feng Yan · Chunpeng Wu · Yandan Wang · Yiran Chen · Hai Li |
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Poster
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Tue 18:30 |
Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities Michael Eickenberg · Georgios Exarchakis · Matthew Hirn · Stephane Mallat |
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Poster
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Wed 18:30 |
Learning Combinatorial Optimization Algorithms over Graphs Elias Khalil · Hanjun Dai · Yuyu Zhang · Bistra Dilkina · Le Song |
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Poster
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Wed 18:30 |
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System Chengxu Zhuang · Jonas Kubilius · Mitra JZ Hartmann · Daniel Yamins |
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Poster
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Wed 18:30 |
#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning Haoran Tang · Rein Houthooft · Davis Foote · Adam Stooke · OpenAI Xi Chen · Yan Duan · John Schulman · Filip DeTurck · Pieter Abbeel |
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Poster
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Tue 18:30 |
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models Alex Lamb · R Devon Hjelm · Yaroslav Ganin · Joseph Paul Cohen · Aaron Courville · Yoshua Bengio |
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Poster
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Mon 18:30 |
Wasserstein Learning of Deep Generative Point Process Models Shuai Xiao · Mehrdad Farajtabar · Xiaojing Ye · Junchi Yan · Xiaokang Yang · Le Song · Hongyuan Zha |
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Poster
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Tue 18:30 |
VAE Learning via Stein Variational Gradient Descent Yuchen Pu · Zhe Gan · Ricardo Henao · Chunyuan Li · Shaobo Han · Lawrence Carin |
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Poster
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Mon 18:30 |
Learning Disentangled Representations with Semi-Supervised Deep Generative Models Siddharth Narayanaswamy · Brooks Paige · Jan-Willem van de Meent · Alban Desmaison · Noah Goodman · Pushmeet Kohli · Frank Wood · Philip Torr |
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Poster
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Mon 18:30 |
Robust Imitation of Diverse Behaviors Ziyu Wang · Josh Merel · Scott Reed · Nando de Freitas · Gregory Wayne · Nicolas Heess |