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Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #39
Catastrophic Forgetting Meets Negative Transfer: Batch Spectral Shrinkage for Safe Transfer Learning
In Algorithms -- Multitask and Transfer Learning
Xinyang Chen · Sinan Wang · Bo Fu · Mingsheng Long · Jianmin Wang
[ Paper]  [ Slides] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #40
Continual Unsupervised Representation Learning
In Algorithms -- Multitask and Transfer Learning
Dushyant Rao · Francesco Visin · Andrei A Rusu · Razvan Pascanu · Yee Whye Teh · Raia Hadsell
[ Paper]  [ Slides] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #41
Gradient based sample selection for online continual learning
In Algorithms -- Multitask and Transfer Learning
Rahaf Aljundi · Min Lin · Baptiste Goujaud · Yoshua Bengio
[ Paper]  [ Slides] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #42
Learning New Tricks From Old Dogs: Multi-Source Transfer Learning From Pre-Trained Networks
In Algorithms -- Multitask and Transfer Learning
Joshua Lee · Prasanna Sattigeri · Gregory Wornell
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #43
Learning Sample-Specific Models with Low-Rank Personalized Regression
In Algorithms -- Multitask and Transfer Learning
Ben Lengerich · Bryon Aragam · Eric Xing
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #44
MCP: Learning Composable Hierarchical Control with Multiplicative Compositional Policies
In Algorithms -- Multitask and Transfer Learning
Xue Bin Peng · Michael Chang · Grace Zhang · Pieter Abbeel · Sergey Levine
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #45
Transfer Anomaly Detection by Inferring Latent Domain Representations
In Algorithms -- Multitask and Transfer Learning
Atsutoshi Kumagai · Tomoharu Iwata · Yasuhiro Fujiwara
[ Paper]  [ Slides] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #46
Transferable Normalization: Towards Improving Transferability of Deep Neural Networks
In Algorithms -- Multitask and Transfer Learning
Ximei Wang · Ying Jin · Mingsheng Long · Jianmin Wang · Michael Jordan
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #47
Uncertainty-based Continual Learning with Adaptive Regularization
In Algorithms -- Multitask and Transfer Learning
Hongjoon Ahn · Sungmin Cha · Donggyu Lee · Taesup Moon