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Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #1
Winner's Curse? On Pace, Progress, and Empirical Rigor
In Mon PM Workshops
D. Sculley · Jasper Snoek · Alex Wiltschko · Ali Rahimi
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #3
Realistic Evaluation of Semi-Supervised Learning Algorithms
In Mon PM Workshops
Avital Oliver · Augustus Odena · Colin Raffel · Ekin Cubuk · Ian Goodfellow
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Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #4
Learning to Learn Without Labels
In Mon PM Workshops
Luke Metz · Niru Maheswaranathan · Brian Cheung
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Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #5
MemCNN: a Framework for Developing Memory Efficient Deep Invertible Networks
In Mon PM Workshops
Sil van de Leemput · Jonas Teuwen · Rashindra Manniesing
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Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #6
Conditional Networks for Few-Shot Semantic Segmentation
In Mon PM Workshops
Kate Rakelly · Evan Shelhamer · Trevor Darrell · Alexei Efros · Sergey Levine
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Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #7
An Optimization View on Dynamic Routing Between Capsules
In Mon PM Workshops
Dilin Wang · Qiang Liu
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #8
Gradients explode - Deep Networks are shallow - ResNet explained
In Mon PM Workshops
Georg Philipp · Dawn Song · Jaime Carbonell
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Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #9
Learning Invariance with Compact Transforms
In Mon PM Workshops
Anna Thomas · Albert Gu · Tri Dao · Atri Rudra · Christopher Re
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #10
An interpretable LSTM neural network for autoregressive exogenous model
In Mon PM Workshops
Tian Guo · Tao Lin · Yao Lu
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #11
Are Efficient Deep Representations Learnable?
In Mon PM Workshops
Maxwell Nye · Andrew Saxe
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #12
FigureQA: An Annotated Figure Dataset for Visual Reasoning
In Mon PM Workshops
Samira Ebrahimi Kahou · Vincent Michalski · Adam Atkinson · Ákos Kádár · Adam Trischler · Yoshua Bengio
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #13
Learning via social awareness: improving sketch representations with facial feedback
In Mon PM Workshops
Natasha Jaques · Jesse Engel · David Ha · · Rosalind Picard · Douglas Eck
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #14
HoME: a Household Multimodal Environment
In Mon PM Workshops
Simon Brodeur · · Ankesh Anand · Florian Golemo · Luca Celotti · Florian Strub · Jean Rouat · Hugo Larochelle · Aaron Courville
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #15
Negative eigenvalues of the Hessian in deep neural networks
In Mon PM Workshops
Guillaume Alain · Nicolas Le Roux · Pierre-Antoine Manzagol
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #16
GILBO: One Metric to Measure Them All
In Mon PM Workshops
Alexander Alemi · Ian Fischer
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Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #17
GitGraph - from Computational Subgraphs to Smaller Architecture Search Spaces
In Mon PM Workshops
Kamil Bennani-Smires · Claudiu Cristian Musat · Andreea Hossmann · Michael Baeriswyl
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #18
Combating Adversarial Attacks Using Sparse Representations
In Mon PM Workshops
Soorya Gopalakrishnan · Zhinus Marzi · Upamanyu Madhow · Ramtin Pedarsani
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #19
Bayesian Incremental Learning for Deep Neural Networks
In Mon PM Workshops
Maxim Kochurov · Timur Garipov · Dmitrii Podoprikhin · Dmitry Molchanov · Arsenii Ashukha · Dmitry Vetrov
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #20
Can Deep Reinforcement Learning solve Erdos-Selfridge-Spencer Games?
In Mon PM Workshops
Maithra Raghu · Alex Irpan · Jacob Andreas · Robert Kleinberg · Quoc V Le · Jon Kleinberg
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #21
Predict Responsibly: Increasing Fairness by Learning to Defer
In Mon PM Workshops
David Madras · Richard Zemel · Toniann Pitassi
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #22
Resilient Backpropagation (Rprop) for Batch-learning in TensorFlow
In Mon PM Workshops
Ciprian Florescu · Christian Igel
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Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #23
Semiparametric Reinforcement Learning
In Mon PM Workshops
Mika Jain · John Lindsey
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #24
Learning Deep Models: Critical Points and Local Openness
In Mon PM Workshops
Maher Nouiehed · Meisam Razaviyayn
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Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #25
Pelee: A Real-Time Object Detection System on Mobile Devices
In Mon PM Workshops
Jun Wang · · Shuang Ao ·
[ PDF] 
Workshop
Mon Apr 30 04:30 PM -- 06:30 PM (PDT) @ East Meeting Level 8 + 15 #26
ComboGAN: Unrestricted Scalability for Image Domain Translation
In Mon PM Workshops
Asha Anoosheh · Eirikur Agustsson ·
[ PDF]