Oral Session

Tue 1:00

Oral 2: Understanding Deep Learning

Poster

Mon 10:30

Deep AutoAugment
Yu Zheng · Zhi Zhang · Shen Yan · Mi Zhang

Poster

Wed 10:30

Memory Augmented Optimizers for Deep Learning
Paul-Aymeric McRae · Prasanna Parthasarathi · Mido Assran · Sarath Chandar

Workshop

Using Deep Learning to Bootstrap Abstractions for Robot Planning
Naman Shah · Siddharth Srivastava

Workshop

Designing Neural Network Collectives
Namid Stillman · Zohar Neu

Workshop

Fri 5:15

Deep Learning Models for Bug Detection and Repair
Miltiadis Allamanis

Workshop

Fri 10:20

Deep learning theory vs traditional theory of algorithms
Sanjeev Arora

Poster

Wed 18:30

Convergent and Efficient Deep Q Learning Algorithm
Zhikang T Wang · Masahito Ueda

Workshop

Deep Learning-Based Surrogate Modelling of Thermal Plumes for Shallow Subsurface Temperature Approximation
Raphael Leiteritz · Kyle Davis · Miriam Schulte · Dirk Pflüger

Poster

Thu 18:30

QUERY EFFICIENT DECISION BASED SPARSE ATTACKS AGAINST BLACK-BOX DEEP LEARNING MODELS
Viet Vo · Ehsan Abbasnejad · Damith Ranasinghe

Poster

Thu 10:30

Asymmetry Learning for Counterfactually-invariant Classification in OOD Tasks
S Chandra Mouli · Bruno Ribeiro

Oral

Wed 9:15

Asymmetry Learning for Counterfactually-invariant Classification in OOD Tasks
S Chandra Mouli · Bruno Ribeiro