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Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #1
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization
In Mon PM Posters
Yanshuai Cao · Gavin Weiguang Ding · Yik Chau Lui · Ruitong Huang
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #2
Distributed Distributional Deterministic Policy Gradients
In Mon PM Posters
Gabriel Barth-maron · Matthew Hoffman · David Budden · Will Dabney · Daniel Horgan · Dhruva Tirumala · Alistair Muldal · Nicolas Heess · Timothy Lillicrap
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #3
Reinforcement Learning on Web Interfaces using Workflow-Guided Exploration
In Mon PM Posters
Evan Liu · Kelvin Guu · Panupong Pasupat · Tim Shi · Percy Liang
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #4
Learning a Generative Model for Validity in Complex Discrete Structures
In Mon PM Posters
David Janz · Jos van der Westhuizen · Brooks Paige · Matt J Kusner · José Miguel Hernández Lobato
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #5
TRUNCATED HORIZON POLICY SEARCH: COMBINING REINFORCEMENT LEARNING & IMITATION LEARNING
In Mon PM Posters
Wen Sun · J. A Bagnell · Byron Boots
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #6
Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches
In Mon PM Posters
Yeming Wen · Paul Vicol · Jimmy Ba · Dustin Tran · Roger Grosse
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #7
Lifelong Learning with Dynamically Expandable Networks
In Mon PM Posters
Jaehong Yoon · Eunho Yang · Jeongtae Lee · Sung Ju Hwang
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #8
Simulated+Unsupervised Learning With Adaptive Data Generation and Bidirectional Mappings
In Mon PM Posters
Kangwook Lee · Hoon Kim · Changho Suh
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #9
Quantitatively Evaluating GANs With Divergences Proposed for Training
In Mon PM Posters
Daniel Im · He Ma · Graham W Taylor · Kristin Branson
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #10
Attacking Binarized Neural Networks
In Mon PM Posters
Angus Galloway · Graham W Taylor · Medhat Moussa
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #11
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning
In Mon PM Posters
Rajarshi Das · Shehzaad Dhuliawala · Manzil Zaheer · Luke Vilnis · Ishan Durugkar · Akshay Krishnamurthy · Alex Smola · Andrew McCallum
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #12
Zero-Shot Visual Imitation
In Mon PM Posters
Deepak Pathak · Parsa Mahmoudieh · Guanghao Luo · Pulkit Agrawal · Dian Chen · Fred Shentu · Evan Shelhamer · Jitendra Malik · Alexei Efros · Trevor Darrell
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #13
Mixed Precision Training of Convolutional Neural Networks using Integer Operations
In Mon PM Posters
Dipankar Das · Naveen Mellempudi · Dheevatsa Mudigere · Dhiraj Kalamkar · Sasikanth Avancha · Kunal Banerjee · Srinivas Sridharan · Karthik Vaidyanathan · Bharat Kaul · Evangelos Georganas · Alexander Heinecke · Pradeep K Dubey · Jesus Corbal · Nikita Shustrov · Roma Dubtsov · Evarist Fomenko · Vadim Pirogov
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #14
Imitation Learning from Visual Data with Multiple Intentions
In Mon PM Posters
Aviv Tamar · Khashayar Rohanimanesh · Yinlam Chow · Chris Vigorito · Ben Goodrich · Michael Kahane · Derik Pridmore
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #15
Demystifying MMD GANs
In Mon PM Posters
Mikolaj Binkowski · [deadname] Sutherland · Michael Arbel · Arthur Gretton
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #16
A Framework for the Quantitative Evaluation of Disentangled Representations
In Mon PM Posters
Cian Eastwood · Chris Williams
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #17
Decision Boundary Analysis of Adversarial Examples
In Mon PM Posters
Warren He · Bo Li · Dawn Song
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #18
Routing Networks: Adaptive Selection of Non-Linear Functions for Multi-Task Learning
In Mon PM Posters
Clemens Rosenbaum · Tim Klinger · Matt Riemer
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #19
Compositional Attention Networks for Machine Reasoning
In Mon PM Posters
Drew A. Hudson · Christopher Manning
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #20
Memory-based Parameter Adaptation
In Mon PM Posters
Pablo Sprechmann · Siddhant Jayakumar · Jack Rae · Alexander Pritzel · Adria Puigdomenech Badia · Benigno Uria · Oriol Vinyals · Demis Hassabis · Razvan Pascanu · Charles Blundell
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #21
Semi-parametric topological memory for navigation
In Mon PM Posters
Nikolay Savinov · Alexey Dosovitskiy · Vladlen Koltun
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #22
Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models
In Mon PM Posters
Jesse Engel · Matthew D Hoffman · Adam Roberts
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #23
On the Information Bottleneck Theory of Deep Learning
In Mon PM Posters
Andrew Saxe · Yamini Bansal · Joel Dapello · Madhu Advani · Artemy Kolchinsky · Brendan D Tracey · David D Cox
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #24
Sensitivity and Generalization in Neural Networks: an Empirical Study
In Mon PM Posters
Roman Novak · Yasaman Bahri · Daniel Abolafia · Jeffrey Pennington · Jascha Sohl-Dickstein
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #25
Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training
In Mon PM Posters
Yujun Lin · song han · · Yu Wang · Bill Dally
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #26
Skip Connections Eliminate Singularities
In Mon PM Posters
Emin Orhan · Xaq Pitkow
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #27
Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting
In Mon PM Posters
Yaguang Li · Rose Yu · Cyrus Shahabi · Yan Liu
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #28
Simulating Action Dynamics with Neural Process Networks
In Mon PM Posters
Antoine Bosselut · Omer Levy · Ariel Holtzman · Corin Ennis · Dieter Fox · Yejin Choi
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #29
Twin Networks: Matching the Future for Sequence Generation
In Mon PM Posters
Dmitriy Serdyuk · Nan Rosemary Ke · Alessandro Sordoni · Adam Trischler · Christopher Pal · Yoshua Bengio
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #30
Deep Learning as a Mixed Convex-Combinatorial Optimization Problem
In Mon PM Posters
Abram Friesen · Pedro Domingos
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #31
Fast and Accurate Reading Comprehension by Combining Self-Attention and Convolution
In Mon PM Posters
Wei Yu · David Dohan · Thang Luong · Rui Zhao · Kai Chen · Mohammad Norouzi · Quoc V Le
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #32
Multi-Mention Learning for Reading Comprehension with Neural Cascades
In Mon PM Posters
Swabha Swayamdipta · Ankur Parikh · Tom Kwiatkowski
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #33
A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs
In Mon PM Posters
Sanjeev Arora · Mikhail Khodak · Nikunj Umesh Saunshi · Kiran Vodrahalli
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #34
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning
In Mon PM Posters
Sandeep Subramanian · Adam Trischler · Yoshua Bengio · Christopher Pal
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #35
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering
In Mon PM Posters
Shuohang Wang · Mo Yu · Jing Jiang · Wei Zhang · Xiaoxiao Guo · Shiyu Chang · Zhiguo Wang · Tim Klinger · Gerald Tesauro · Murray Campbell
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #36
The Kanerva Machine: A Generative Distributed Memory
In Mon PM Posters
Yan Wu · Greg Wayne · Alex Graves · Timothy Lillicrap
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #37
Predicting Floor-Level for 911 Calls with Neural Networks and Smartphone Sensor Data
In Mon PM Posters
William A Falcon · Henning Schulzrinne
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #38
Deep Active Learning for Named Entity Recognition
In Mon PM Posters
Yanyao Shen · Hyokun Yun · Zachary Lipton · Yakov Kronrod · anima anandkumar
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #39
Variational Network Quantization
In Mon PM Posters
Jan Achterhold · Jan Koehler · Anke Schmeink · Tim Genewein
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #40
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples
In Mon PM Posters
Ashwin Vijayakumar · Abhishek Mohta · Alex Polozov · Dhruv Batra · Prateek Jain · Sumit Gulwani
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #41
Cascade Adversarial Machine Learning Regularized with a Unified Embedding
In Mon PM Posters
Taesik Na · Jong Hwan Ko · Saibal Mukhopadhyay
[ PDF] 
Poster
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting level; 1,2,3 #42
Training and Inference with Integers in Deep Neural Networks
In Mon PM Posters
Shuang Wu · Guoqi Li · Feng Chen · Luping Shi
[ PDF] 
Break
Mon Apr 30 06:30 PM -- 07:30 PM (PDT) @ Ballroom ABC
Welcome Reception
In Mon PM Posters