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Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #1
Exponentially vanishing sub-optimal local minima in multilayer neural networks
In Thu AM Workshops
Daniel Soudry · Elad Hoffer
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Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #2
The Mirage of Action-Dependent Baselines in Reinforcement Learning
In Thu AM Workshops
George Tucker · Surya Bhupatiraju · Shixiang Gu · Richard E Turner · Zoubin Ghahramani · Sergey Levine
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Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #3
Gradient-based Optimization of Neural Network Architecture
In Thu AM Workshops
Will Grathwohl · Elliot Creager · Seyed Ghasemipour · Richard Zemel
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Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #4
Building Generalizable Agents with a Realistic and Rich 3D Environment
In Thu AM Workshops
Yi Wu · Yuxin Wu · Georgia Gkioxari · Yuandong Tian
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #5
Adaptive Path-Integral Approach for Representation Learning and Planning
In Thu AM Workshops
Jung-Su Ha · Young-Jin Park · Hyeok-Joo Chae · Soon-Seo Park · Han-Lim Choi
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #6
Benefits of Depth for Long-Term Memory of Recurrent Networks
In Thu AM Workshops
Yoav Levine · Or Sharir · Amnon Shashua
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Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #7
Accelerating Neural Architecture Search using Performance Prediction
In Thu AM Workshops
Bowen Baker · Otkrist Gupta · Ramesh Raskar · Nikhil Naik
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #8
Faster Discovery of Neural Architectures by Searching for Paths in a Large Model
In Thu AM Workshops
Hieu Pham · Melody Y. Guan · Barret Zoph · Quoc V Le · Jeff Dean
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #9
DLVM: A modern compiler infrastructure for deep learning systems
In Thu AM Workshops
Richard Wei · Lane Schwartz · Vikram Adve
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #10
Reconstructing evolutionary trajectories of mutations in cancer
In Thu AM Workshops
Yulia Rubanova · Ruian Shi · Roujia Li · Jeff Wintersinger · Amit Deshwar · Nil Sahin · Quaid Morris
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #11
DeepNCM: Deep Nearest Class Mean Classifiers
In Thu AM Workshops
Samantha Guerriero · Barbara Caputo · Thomas Mensink
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #12
Causal Discovery Using Proxy Variables
In Thu AM Workshops
Mateo Rojas-Carulla · Marco Baroni · David Lopez-Paz
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #13
PixelSNAIL: An Improved Autoregressive Generative Model
In Thu AM Workshops
Xi Chen · Nikhil Mishra · Mostafa Rohaninejad · Pieter Abbeel
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #14
PPP-Net: Platform-aware Progressive Search for Pareto-optimal Neural Architectures
In Thu AM Workshops
Jin-Dong Dong · An-Chieh Cheng · Da-Cheng Juan · Wei Wei · Min Sun
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #15
Intriguing Properties of Adversarial Examples
In Thu AM Workshops
Ekin Cubuk · Barret Zoph · Samuel Schoenholz · Quoc V Le
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #16
Efficient Recurrent Neural Networks using Structured Matrices in FPGAs
In Thu AM Workshops
Zhe Li · Shuo Wang · Caiwen Ding · Qinru Qiu · Yanzhi Wang · Yun Liang
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #17
Censoring Representations with Multiple-Adversaries over Random Subspaces
In Thu AM Workshops
Yusuke Iwasawa · Kotaro Nakayama · Yutaka Matsuo
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #18
Systematic Weight Pruning of DNNs using Alternating Direction Method of Multipliers
In Thu AM Workshops
Tianyun Zhang · · Yipeng Zhang · Yanzhi Wang · Makan Fardad
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #19
Spectral Capsule Networks
In Thu AM Workshops
Mohammad Taha Bahadori
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #20
One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning
In Thu AM Workshops
Tianhe Yu · Chelsea Finn · Annie Xie · Sudeep Dasari · Tianhao Zhang · Pieter Abbeel · Sergey Levine
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #21
Towards Variational Generation of Small Graphs
In Thu AM Workshops
Martin Simonovsky · Nikos Komodakis
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Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #22
Rotational Unit of Memory
In Thu AM Workshops
Rumen R Dangovski · Li Jing · Marin Soljacic
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #23
Autoregressive Generative Adversarial Networks
In Thu AM Workshops
Yasin YAZICI · Kim-Hui Yap · Stefan Winkler
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #24
Regret Minimization for Partially Observable Deep Reinforcement Learning
In Thu AM Workshops
Peter Jin · Sergey Levine · Kurt Keutzer
[ PDF] 
Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #25
PDE-Net: Learning PDEs from Data
In Thu AM Workshops
Zichao Long · Yiping Lu · Xianzhong Ma · Bin Dong
[ PDF]