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Spotlight
Thu 20:35 Meta-Cal: Well-controlled Post-hoc Calibration by Ranking
Xingchen Ma · Matthew B Blaschko
Poster
Thu 21:00 Meta-Cal: Well-controlled Post-hoc Calibration by Ranking
Xingchen Ma · Matthew B Blaschko
Poster
Thu 9:00 Addressing Catastrophic Forgetting in Few-Shot Problems
Pauching Yap · Hippolyt Ritter · David Barber
Spotlight
Thu 5:40 Addressing Catastrophic Forgetting in Few-Shot Problems
Pauching Yap · Hippolyt Ritter · David Barber
Poster
Thu 21:00 LogME: Practical Assessment of Pre-trained Models for Transfer Learning
Kaichao You · Yong Liu · Jianmin Wang · Mingsheng Long
Spotlight
Thu 17:45 LogME: Practical Assessment of Pre-trained Models for Transfer Learning
Kaichao You · Yong Liu · Jianmin Wang · Mingsheng Long
Poster
Thu 21:00 Function Contrastive Learning of Transferable Meta-Representations
Muhammad Waleed Gondal · Shruti Joshi · Nasim Rahaman · Stefan Bauer · Manuel Wuthrich · Bernhard Schölkopf
Spotlight
Thu 19:35 Function Contrastive Learning of Transferable Meta-Representations
Muhammad Waleed Gondal · Shruti Joshi · Nasim Rahaman · Stefan Bauer · Manuel Wuthrich · Bernhard Schölkopf
Workshop
When does loss-based prioritization fail?
Niel Hu · Xinyu Hu · Rosanne Liu · Sara Hooker · Jason Yosinski
Poster
Thu 9:00 Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer
Seungwon Lee · Sima Behpour · Eric Eaton
Spotlight
Thu 5:35 Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer
Seungwon Lee · Sima Behpour · Eric Eaton
Spotlight
Thu 17:40 Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning
Luisa Zintgraf · Leo Feng · Cong Lu · Maximilian Igl · Kristian Hartikainen · Katja Hofmann · Shimon Whiteson