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Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #1
Investigating Human Priors for Playing Video Games
In Tue AM Workshops
Rachit Dubey · Pulkit Agrawal · Deepak Pathak · Alexei Efros · Thomas L Griffiths
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #2
An Evaluation of Fisher Approximations Beyond Kronecker Factorization
In Tue AM Workshops
César Laurent · Thomas George · Xavier Bouthillier · Nicolas Ballas · Pascal Vincent
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #3
ChatPainter: Improving Text to Image Generation using Dialogue
In Tue AM Workshops
Shikhar Sharma · Dendi Suhubdy · Vincent Michalski · Samira Ebrahimi Kahou · Yoshua Bengio
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #4
Meta-Learning for Batch Mode Active Learning
In Tue AM Workshops
Sachin Ravi · Hugo Larochelle
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #5
Learning and Memorization
In Tue AM Workshops
Satrajit Chatterjee
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #6
Spatially Parallel Convolutions
In Tue AM Workshops
Peter Jin · Boris Ginsburg · Kurt Keutzer
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #7
Fast and Accurate Text Classification: Skimming, Rereading and Early Stopping
In Tue AM Workshops
Keyi Yu · Yang Liu · Alex Schwing · Jian Peng
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #8
Analysis of Cosmic Microwave Background with Deep Learning
In Tue AM Workshops
Siyu He · Siamak Ravanbakhsh · Shirley Ho
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #9
Monotonic models for real-time dynamic malware detection
In Tue AM Workshops
Alexander Chistyakov · · Aleksandr Shevelev ·
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #10
Nonlinear Acceleration of CNNs
In Tue AM Workshops
Damien Scieur · Edouard Oyallon · Alexandre d'Aspremont · Francis Bach
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #11
Decoupling Dynamics and Reward for Transfer Learning
In Tue AM Workshops
Harsh Satija · Amy Zhang · Joelle Pineau
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #12
Uncertainty Estimation via Stochastic Batch Normalization
In Tue AM Workshops
Andrei Atanov · Arsenii Ashukha · Dmitry Molchanov · Kirill Neklyudov · Dmitry P. Vetrov
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #13
Learning Efficient Tensor Representations with Ring Structure Networks
In Tue AM Workshops
Qibin Zhao · Masashi Sugiyama · Longhao Yuan · Andrzej Cichocki
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #14
To Prune, or Not to Prune: Exploring the Efficacy of Pruning for Model Compression
In Tue AM Workshops
Michael Zhu · Suyog Gupta
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #15
On the Limitation of Local Intrinsic Dimensionality for Characterizing the Subspaces of Adversarial Examples
In Tue AM Workshops
Pei-Hsuan Lu · Pin-Yu Chen · Chia-Mu Yu
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #16
Hockey-Stick GAN
In Tue AM Workshops
Edgar Minasyan · Vinay Prabhu
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #17
Fast Node Embeddings: Learning Ego-Centric Representations
In Tue AM Workshops
Tiago Pimentel · Adriano Veloso · Nivio Ziviani
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #18
Synthesizing Audio with GANs
In Tue AM Workshops
Chris Donahue · Julian McAuley · Miller Puckette
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #19
Multi-Agent Generative Adversarial Imitation Learning
In Tue AM Workshops
Jiaming Song · Hongyu Ren · Dorsa Sadigh · Stefano Ermon
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #20
LEARNING AND ANALYZING VECTOR ENCODING OF SYMBOLIC REPRESENTATION
In Tue AM Workshops
· · Paul Smolensky · Rishabh Singh
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #21
SGD on Random Mixtures: Private Machine Learning under Data Breach Threats
In Tue AM Workshops
Kangwook Lee · Kyungmin Lee · Hoon Kim · Changho Suh · Kannan Ramchandran
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #22
Neuron as an Agent
In Tue AM Workshops
Shohei Ohsawa · Kei Akuzawa · Tatsuya Matsushima · Gustavo Bezerra · Yusuke Iwasawa · Hiroshi Kajino · · Yutaka Matsuo
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #23
Weightless: Lossy weight encoding for deep neural network compression
In Tue AM Workshops
Brandon Reagen · Udit Gupta · Robert Adolf · Michael Mitzenmacher · Alexander Rush · Alexander Rush · Gu-Yeon Wei
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #24
A Dataset To Evaluate The Representations Learned By Video Prediction Models
In Tue AM Workshops
Ryan Szeto · Simon Stent · German Ros · Jason J Corso
[ PDF] 
Workshop
Tue May 01 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #25
Empirical Analysis of the Hessian of Over-Parametrized Neural Networks
In Tue AM Workshops
Levent Sagun · Utku Evci · Veli Ugur Guney · Yann Dauphin · Leon Bottou
[ PDF]