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Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #52
Better Transfer Learning with Inferred Successor Maps
Tamas Madarasz · Tim Behrens
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #53
Compacting, Picking and Growing for Unforgetting Continual Learning
Ching-Yi Hung · Cheng-Hao Tu · Cheng-En Wu · Chien-Hung Chen · Yi-Ming Chan · Chu-Song Chen
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #54
Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift
Stephan Rabanser · Stephan G√ľnnemann · Zachary Lipton
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #55
Generalization in multitask deep neural classifiers: a statistical physics approach
Anthony Ndirango · Tyler Lee
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #56
Hierarchical Optimal Transport for Multimodal Distribution Alignment
John Lee · Max Dabagia · Eva Dyer · Christopher Rozell
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #57
Learning Robust Global Representations by Penalizing Local Predictive Power
Haohan Wang · Songwei Ge · Zachary Lipton · Eric Xing
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #58
Modular Universal Reparameterization: Deep Multi-task Learning Across Diverse Domains
Elliot Meyerson · Risto Miikkulainen
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #59
Online Continual Learning with Maximal Interfered Retrieval
Rahaf Aljundi · Eugene Belilovsky · Tinne Tuytelaars · Laurent Charlin · Massimo Caccia · Min Lin · Lucas Page-Caccia
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #60
Pareto Multi-Task Learning
Xi Lin · Hui-Ling Zhen · Zhenhua Li · Qing-Fu Zhang · Sam Kwong
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #61
Transfer Learning via Minimizing the Performance Gap Between Domains
Boyu Wang · Jorge Mendez · Mingbo Cai · Eric Eaton