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Wed 13:00 Adding seemingly uninformative labels helps in low data regimes
Christos Matsoukas · Albert Bou Hernandez · Yue Liu · Karin Dembrower · Gisele Miranda · Emir Konuk · Johan Fredin Haslum · Athanasios Zouzos · Peter Lindholm · Fredrik Strand · Kevin Smith
Tue 7:00 MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time
XICHUAN ZHOU · YiCong Peng · Chunqiao Long · Fengbo Ren · Cong Shi
Wed 13:00 Discriminative Adversarial Search for Abstractive Summarization
Thomas Scialom · Paul-Alexis Dray · Sylvain Lamprier · Benjamin Piwowarski · Jacopo Staiano
Tue 11:00 Explainable and Discourse Topic-aware Neural Language Understanding
Yatin Chaudhary · Hinrich Schuetze · Pankaj Gupta
Affinity Workshop
Mon 11:35 Breakout Session 4.10: Towards Children-Aware Machine Learning with a Focus on NLP Challenges and Applications
Wed 10:00 Causal Effect Estimation and Optimal Dose Suggestions in Mobile Health
Liangyu Zhu · Wenbin Lu · Rui Song
Thu 7:00 Optimal Differential Privacy Composition for Exponential Mechanisms
Jinshuo Dong · David Durfee · Ryan Rogers
Wed 9:00 Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search
Binghong Chen · Chengtao Li · Hanjun Dai · Le Song
Sat 5:00 Negative Dependence and Submodularity: Theory and Applications in Machine Learning
Zelda Mariet · Michal Derezinski · Mike Gartrell
Wed 5:00 Abstraction Mechanisms Predict Generalization in Deep Neural Networks
Alex Gain · Hava Siegelmann
Thu 8:00 Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs
Meng Qu · Tianyu Gao · Louis-Pascal Xhonneux · Jian Tang
Thu 9:00 Aligned Cross Entropy for Non-Autoregressive Machine Translation
Marjan Ghazvininejad · Vladimir Karpukhin · Luke Zettlemoyer · Omer Levy