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