Deep Complex Networks
Monday, April 30, 2018 | 11:00 AM | East Meeting level: 1,2,3
Chiheb Trabelsi, Olexa Bilaniuk, Ying Zhang, Dmitrii Serdyuk, Sandeep Subramanian, Joao Felipe Santos, Soroush Mehri, Negar Rostamzadeh, Yoshua Bengio, Chris Pal
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning
Monday, April 30, 2018 | 4:30 PM | East Meeting level: 1,2,3
Sandeep Subramanian, Adam Trischler, Yoshua Bengio, Chris Pal
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples
Monday, April 30, 2018 | 4:30 PM | East Meeting level: 1,2,3
Ashwin Vijayakumar, Abhishek Mohta, Alex Polozov, Dhruv Batra, Prateek Jain, Sumit Gulwani
Twin Networks: Matching the Future for Sequence Generation
Monday, April 30, 2018 | 4:30 PM | East Meeting level: 1,2,3
Dmitrii Serdyuk , Nan Rosemary Ke, Alessandro Sordoni, Adam Trischler, Chris Pal, Yoshua Bengio
Action-dependent Control Variates for Policy Optimization via Stein Identity
Tuesday, May 1, 2018 | 11:00 AM | East Meeting level: 1,2,3
Hao Liu, Yihao Feng, Yi Mao, Denny Zhou, Jian Peng
Learning Intrinsic Sparse Structures within Long Short-Term Memory
Tuesday, May 1, 2018 | 11:00 AM | East Meeting level: 1,2,3
Wei Wen, Yuxiong He, Samyam Rajbhandari, Minjia Zhang, Wenhan Wang, Fang Liu, Bin Hu, Yiran Chen, Hai Li
Learning to Teach
Tuesday, May 1, 2018 | 4:30 PM | East Meeting level: 1,2,3
Yang Fan, Fei Tian, Tao Qin, Tie-Yan Liu
Training GANs with Optimism
Tuesday, May 1, 2018 | 4:30 PM | East Meeting level: 1,2,3
Constantinos Daskalakis, Andrew Ilyas, Vasilis Syrgkanis, Haoyang Zeng
Boundary Seeking GANs
Wednesday, May 2, 2018 | 11:00 AM | East Meeting level: 1,2,3
R Devon Hjelm, Athul Jacob, Adam Trischler, Tong Che, Kyunghyun Cho, Yoshua Bengio
Debiasing Evidence Approximations: On Importance-weighted Autoencoders and Jackknife Variational Inference
Wednesday, May 2, 2018 | 11:00 AM | East Meeting level: 1,2,3
PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples
Wednesday, May 2, 2018 | 11:00 AM | East Meeting level: 1,2,3
Yang Song, Taesup Kim, Sebastian Nowozin, Stefano Ermon, Nate Kushman
FusionNet: Fusing via Fully-aware Attention with Application to Machine Comprehension
Wednesday, May 2, 2018 | 4:30 PM | East Meeting level: 1,2,3
Hsin-Yuan Huang, Chenguang Zhu, Weizhu Chen
Adaptive Dropout with Rademacher Complexity Regularization
Thursday, May 3, 2018 | 11:00 AM | East Meeting level: 1,2,3 #32
Ke Zhai, Huan Wang
Deep Learning with Logged Bandit Feedback
Thursday, May 3, 2018 | 11:00 AM | East Meeting level: 1,2,3
Thorsten Joachims, Adith Swaminathan, Maarten de Rijke
Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis
Thursday, May 3, 2018 | 11:00 AM | East Meeting level: 1,2,3
Rudy Bunel, Matthew Hausknecht, Jacob Devlin, Rishabh Singh, Pushmeet Kohli
On the Discrimination-Generalization Tradeoff in GANs
Thursday, May 3, 2018 | 11:00 AM | East Meeting level: 1,2,3
Penchuan Zhan, Qiang Liu, Denny Zhou, Tao Xu, Xiaodong He
Residual Loss Prediction: Reinforcement Learning with No Incremental Feedback
Thursday, May 3, 2018 | 11:00 AM | East Meeting level: 1,2,3
Hal Daume III, John Langford, Paul Mineiro, Amr Mohamed Nabil Aly Aly Sharaf
Reinforcement Learning Algorithm Selection
Thursday, May 3, 2018 | 4:30 PM | East Meeting level: 1,2,3
Romain Laroche, Raphael Feraud
Towards Neural Phrase-based Machine Translation
Thursday, May 3, 2018 | 4:30 PM | East Meeting level: 1,2,3
Po-Sen Huang, Chong Wang, Sitao Huang, Li Deng