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Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #1
Deep Complex Networks
In Mon AM Posters
Joanna Bryson · Beomsu Kim · Avraham Ruderman · Ian Goodfellow · Ian Goodfellow · Simon Kornblith · Katja Hofmann · Matthew Botvinick · Tejas Kulkarni · Timothy Lillicrap · Karthik Narasimhan · Benjamin Eysenbach · Kate Rakelly · Jane Wang · Aleksander Madry · Sameer Singh · Deborah Raji · Dan Moldovan · Cynthia Rudin · Chiheb Trabelsi · Besmira Nushi · Benjamin Link · Dylan Hadfield-Menell · Doina Precup · Timothy Lillicrap · Jack Clark · Yoshua Bengio · Adrià Garriga-Alonso · Cynthia Rudin · Himabindu Lakkaraju · Osbert Bastani · Michela Paganini · Suchi Saria · Pieter Abbeel · Cynthia Rudin · David Krueger · Tomer Arnon · Daniel Kang · Lisa Lee · Olexa Bilaniuk · Aurick Zhou · Tejas Kulkarni · Catherine Olsson · Aleksander Madry · Rohin Shah · Christopher Lazarus · Ray Jiang · Ying Zhang · Jacob Tyo · Karthik Narasimhan · Himabindu Lakkaraju · Cynthia Rudin · Dan Moldovan · Dylan Hadfield-Menell · Victoria Krakovna · Dmitriy Serdyuk · Jane Wang · Sandeep Subramanian · Deborah Raji · Silvia Chiappa · Osbert Bastani · Joao Felipe Santos · Sameer Singh · Soroush Mehri · Suchi Saria · Negar Rostamzadeh · Yoshua Bengio · Christopher Pal
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #2
Universal Agent for Disentangling Environments and Tasks
In Mon AM Posters
Jiayuan Mao · Honghua Dong · Joseph J Lim
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #3
Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect
In Mon AM Posters
Xiang Wei · Boqing Gong · Zixia Liu · Wei Lu · Liqiang Wang
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #4
Fraternal Dropout
In Mon AM Posters
Konrad Zolna · Devansh Arpit · Dendi Suhubdy · Yoshua Bengio
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #5
Learning an Embedding Space for Transferable Robot Skills
In Mon AM Posters
Karol Hausman · Jost Tobias Springenberg · ziyu wang · Nicolas Heess · Martin Riedmiller
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #6
Hierarchical Density Order Embeddings
In Mon AM Posters
Ben Athiwaratkun · Andrew Wilson
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #7
Model compression via distillation and quantization
In Mon AM Posters
Antonio Polino · Razvan Pascanu · Dan Alistarh
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #8
Maximum a Posteriori Policy Optimisation
In Mon AM Posters
abbas abdolmaleki · Jost Tobias Springenberg · Nicolas Heess · Yuval Tassa · Remi Munos
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #9
MaskGAN: Better Text Generation via Filling in the _______
In Mon AM Posters
William Fedus · Ian Goodfellow · Andrew Dai
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #10
Kronecker-factored Curvature Approximations for Recurrent Neural Networks
In Mon AM Posters
James Martens · Jimmy Ba · Matthew Johnson
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #11
Scalable Private Learning with PATE
In Mon AM Posters
Nicolas Papernot · Shuang Song · Ilya Mironov · Ananth Raghunathan · Kunal Talwar · Ulfar Erlingsson
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #12
Online Learning Rate Adaptation with Hypergradient Descent
In Mon AM Posters
Atilim Gunes Baydin · Robert Cornish · David Martínez · Mark Schmidt · Frank Wood
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #13
Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions
In Mon AM Posters
Sjoerd van Steenkiste · Michael Chang · Klaus Greff · Jürgen Schmidhuber
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #14
Learning Awareness Models
In Mon AM Posters
Brandon Amos · Laurent Dinh · Serkan Cabi · Thomas Rothörl · Sergio Gómez Colmenarejo · Alistair Muldal · Tom Erez · Yuval Tassa · Nando de Freitas · Misha Denil
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #15
On the regularization of Wasserstein GANs
In Mon AM Posters
Henning Petzka · Asja Fischer · Denis Lukovnikov
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #16
Spatially Transformed Adversarial Examples
In Mon AM Posters
chaowei Xiao · Jun-Yan Zhu · Bo Li · Warren He · Mingyan Liu · Dawn Song
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #17
Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models
In Mon AM Posters
Wieland Brendel · Jonas Rauber · Matthias Bethge
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #18
Communication Algorithms via Deep Learning
In Mon AM Posters
Hyeji Kim · Yihan Jiang · Ranvir B Rana · Sreeram Kannan · Sewoong Oh · Pramod Viswanath
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #19
Towards Image Understanding from Deep Compression Without Decoding
In Mon AM Posters
Róbert Torfason · Fabian Mentzer · Eirikur Agustsson · Michael Tschannen · Radu Timofte · Luc S.J Van Gool
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #20
Unsupervised Machine Translation Using Monolingual Corpora Only
In Mon AM Posters
Guillaume Lample · · Ludovic Denoyer · Marc'Aurelio Ranzato
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #21
Boosting the Actor with Dual Critic
In Mon AM Posters
Bo Dai · Albert Shaw · Niao He · Lihong Li · Le Song
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #22
A DIRT-T Approach to Unsupervised Domain Adaptation
In Mon AM Posters
Rui Shu · Hung H Bui · Hirokazu Narui · Stefano Ermon
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #23
LEARNING TO SHARE: SIMULTANEOUS PARAMETER TYING AND SPARSIFICATION IN DEEP LEARNING
In Mon AM Posters
Dejiao Zhang · Haozhu Wang · Mario Figueiredo · Laura Balzano
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #24
Parametrized Hierarchical Procedures for Neural Programming
In Mon AM Posters
Roy Fox · Richard Shin · Sanjay Krishnan · Ken Goldberg · Dawn Song · Ion Stoica
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #25
Auto-Encoding Sequential Monte Carlo
In Mon AM Posters
Tuan Anh Le · Maximilian Igl · Tom Rainforth · Tom Jin · Frank Wood
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #26
Syntax-Directed Variational Autoencoder for Structured Data
In Mon AM Posters
Hanjun Dai · Yingtao Tian · Bo Dai · Steven Skiena · Le Song
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #27
Learn to Pay Attention
In Mon AM Posters
Saumya Jetley · Nicholas Lord · Namhoon Lee · Philip Torr
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #28
The power of deeper networks for expressing natural functions
In Mon AM Posters
David Rolnick · Max Tegmark
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #29
Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge
In Mon AM Posters
Emmanuel d Bezenac · Arthur Pajot · patrick Gallinari
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #30
WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling
In Mon AM Posters
Hao Zhang · Bo Chen · Dandan Guo · Mingyuan Zhou
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #31
Divide and Conquer Networks
In Mon AM Posters
Alex Nowak · David Folqué Garcia · Joan Bruna
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #32
Hierarchical Representations for Efficient Architecture Search
In Mon AM Posters
Hanxiao Liu · Karen Simonyan · Oriol Vinyals · Chrisantha Fernando · Koray Kavukcuoglu
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #33
On the insufficiency of existing momentum schemes for Stochastic Optimization
In Mon AM Posters
Rahul Kidambi · Praneeth Netrapalli · Prateek Jain · Sham M Kakade
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #34
Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering
In Mon AM Posters
Elliot Meyerson · Risto Miikkulainen
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #35
Towards Deep Learning Models Resistant to Adversarial Attacks
In Mon AM Posters
Aleksander Madry · Aleksandar A Makelov · Ludwig Schmidt · Dimitris Tsipras · Adrian Vladu
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #36
Breaking the Softmax Bottleneck: A High-Rank RNN Language Model
In Mon AM Posters
Zhilin Yang · Zihang Dai · Ruslan Salakhutdinov · William W Cohen
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #37
Neural Speed Reading via Skim-RNN
In Mon AM Posters
Minjoon Seo · Sewon Min · Ali Farhadi · Hannaneh Hajishirzi
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #38
TreeQN and ATreeC: Differentiable Tree-Structured Models for Deep Reinforcement Learning
In Mon AM Posters
Gregory Farquhar · Tim Rocktaeschel · Maximilian Igl · Shimon Whiteson
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #39
Gradient Estimators for Implicit Models
In Mon AM Posters
Yingzhen Li · Richard E Turner
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #40
Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers
In Mon AM Posters
Jianbo Ye · Xin Lu · Zhe Lin · James Z Wang
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #41
When is a Convolutional Filter Easy to Learn?
In Mon AM Posters
Simon Du · Jason D Lee · Yuandong Tian
Poster
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #42
MGAN: Training Generative Adversarial Nets with Multiple Generators
In Mon AM Posters
Quan Hoang · Tu D Nguyen · Trung Le · Dinh Phung
Break
Mon Apr 30th 01:00 -- 02:30 PM @ On Your Own
Lunch
In Mon AM Posters