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Workshop
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Using Deep Learning to Bootstrap Abstractions for Robot Planning
Naman Shah · Siddharth Srivastava
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Poster
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Mon 10:30
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Deep AutoAugment
Yu Zheng · Zhi Zhang · Shen Yan · Mi Zhang
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Oral Session
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Tue 1:00
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Oral 2: Understanding Deep Learning
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Poster
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Wed 10:30
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Memory Augmented Optimizers for Deep Learning
Paul-Aymeric McRae · Prasanna Parthasarathi · Mido Assran · Sarath Chandar
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Workshop
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Fri 5:15
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Deep Learning Models for Bug Detection and Repair
Miltiadis Allamanis
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Workshop
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Fri 10:20
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Deep learning theory vs traditional theory of algorithms
Sanjeev Arora
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Poster
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Wed 18:30
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Convergent and Efficient Deep Q Learning Algorithm
Zhikang T Wang · Masahito Ueda
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Workshop
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Designing Neural Network Collectives
Namid Stillman · Zohar Neu
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Workshop
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Deep Learning-Based Surrogate Modelling of Thermal Plumes for Shallow Subsurface Temperature Approximation
Raphael Leiteritz · Kyle Davis · Miriam Schulte · Dirk Pflüger
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Poster
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Thu 10:30
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Asymmetry Learning for Counterfactually-invariant Classification in OOD Tasks
S Chandra Mouli · Bruno Ribeiro
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Poster
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Tue 10:30
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Continuously Discovering Novel Strategies via Reward-Switching Policy Optimization
Zihan Zhou · Wei Fu · Bingliang Zhang · Yi Wu
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Poster
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Thu 18:30
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QUERY EFFICIENT DECISION BASED SPARSE ATTACKS AGAINST BLACK-BOX DEEP LEARNING MODELS
Viet Vo · Ehsan Abbasnejad · Damith Ranasinghe
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