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Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #1
Feature Incay for Representation Regularization
In Mon AM Workshops
YUHUI YUAN · Kuiyuan Yang · Jianyuan Guo · Chao Zhang · Jingdong Wang
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #2
Capturing Human Category Representations by Sampling in Deep Feature Spaces
In Mon AM Workshops
Joshua Peterson · Krisha Aghi · Jordan W Suchow · Alexander Ku · Thomas L Griffiths
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #3
STOCHASTIC GRADIENT LANGEVIN DYNAMICS THAT EXPLOIT NEURAL NETWORK STRUCTURE
In Mon AM Workshops
Zachary Nado · Jasper Snoek · Roger Grosse · David Duvenaud · James Martens · Bowen Xu
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #4
Towards Mixed-initiative generation of multi-channel sequential structure
In Mon AM Workshops
Anna Huang · Sherol Chen · Mark Nelson · Douglas Eck
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #5
Semi-Supervised Learning With GANs: Revisiting Manifold Regularization
In Mon AM Workshops
Bruno Lecouat · Chuan-Sheng Foo · Houssam Zenati · Vijay Chandrasekhar
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #6
Predicting Embryo Morphokinetics in Videos with Late Fusion Nets & Dynamic Decoders
In Mon AM Workshops
Nathan Ng · Julian McAuley · Julian Gingold · Nina Desai · Zachary Lipton
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #7
Differentiable Neural Network Architecture Search
In Mon AM Workshops
Richard Shin · Charles Packer · Dawn Song
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #8
Towards Specification-Directed Program Repair
In Mon AM Workshops
Richard Shin · Illia Polosukhin · Dawn Song
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #9
Local Explanation Methods for Deep Neural Networks Lack Sensitivity to Parameter Values
In Mon AM Workshops
Julius Adebayo · Justin Gilmer · Ian Goodfellow · Been Kim
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #10
ShakeDrop regularization
In Mon AM Workshops
Yoshihiro Yamada · Masakazu Iwamura · Koichi Kise
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #11
Faster Neural Networks Straight from JPEG
In Mon AM Workshops
Lionel Gueguen · Alexander Sergeev · Ruoqian Liu · Jason Yosinski
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #12
Generative Modeling for Protein Structures
In Mon AM Workshops
Namrata Anand · Possu Huang
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #13
Selecting the Best in GANs Family: a Post Selection Inference Framework
In Mon AM Workshops
Yao-Hung Hubert Tsai · Yi Wu · Makoto Yamada · Ruslan Salakhutdinov · Ichiro Takeuchi · Kenji Fukumizu
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #14
Stable and Effective Trainable Greedy Decoding for Sequence to Sequence Learning
In Mon AM Workshops
Yun Chen · Kyunghyun Cho · Sam Bowman · Victor OK Li
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #15
A Language and Compiler View on Differentiable Programming
In Mon AM Workshops
Fei Wang · Tiark Rompf
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #16
Tempered Adversarial Networks
In Mon AM Workshops
Mehdi Sajjadi · Giambattista Parascandolo · Arash Mehrjou · Bernhard Schoelkopf
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #17
Towards Provable Control for Unknown Linear Dynamical Systems
In Mon AM Workshops
Sanjeev Arora · Elad Hazan · Holden Lee · Karan Singh · Cyril Zhang · Yi Zhang
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #18
LSTM Iteration Networks: An Exploration of Differentiable Path Finding
In Mon AM Workshops
Lisa Lee · Emilio Parisotto · Devendra Singh Chaplot · Ruslan Salakhutdinov
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #19
Exploring Deep Recurrent Models with Reinforcement Learning for Molecule Design
In Mon AM Workshops
Daniel Neil · Marwin Segler · Laura Guasch · Mohamed Ahmed · Dean Plumbley · Matthew Sellwood · Nathan Brown
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #20
Policy Optimization with Second-Order Advantage Information
In Mon AM Workshops
Jiajin Li · Baoxiang Wang
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #21
Deep Convolutional Malware Classifiers Can Learn from Raw Executables and Labels Only
In Mon AM Workshops
Marek Krčál · Ondřej Švec · Martin Bálek · Otakar Jašek
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #22
TransNets for Review Generation
In Mon AM Workshops
Rose Kanjirathinkal · William W Cohen
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #23
Extending the Framework of Equilibrium Propagation to General Dynamics
In Mon AM Workshops
Benjamin Scellier · Anirudh Goyal · Jonathan Binas · Thomas Mesnard · Yoshua Bengio
[ PDF] 
Workshop
Mon Apr 30 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #25
Tree-to-tree Neural Networks for Program Translation
In Mon AM Workshops
Xinyun Chen · Chang Liu · Dawn Song
[ PDF]