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Poster
Mon 10:30 Fast Model Editing at Scale
Eric Mitchell · Charles Lin · Antoine Bosselut · Chelsea Finn · Christopher Manning
Spotlight
Wed 18:30 Online Hyperparameter Meta-Learning with Hypergradient Distillation
Hae Beom Lee · Hayeon Lee · JaeWoong Shin · Eunho Yang · Timothy Hospedales · Sung Ju Hwang
Poster
Wed 18:30 Online Hyperparameter Meta-Learning with Hypergradient Distillation
Hae Beom Lee · Hayeon Lee · JaeWoong Shin · Eunho Yang · Timothy Hospedales · Sung Ju Hwang
Poster
Wed 2:30 How to Train Your MAML to Excel in Few-Shot Classification
Han-Jia Ye · Wei-Lun Chao
Workshop
Continual Learning with Deep Artificial Neurons
Blake Camp · Jaya Krishna Mandivarapu · Rolando Estrada
Poster
Mon 2:30 Hierarchical Variational Memory for Few-shot Learning Across Domains
Yingjun Du · Xiantong Zhen · Ling Shao · Cees G Snoek
Poster
Mon 18:30 Learning Generalizable Representations for Reinforcement Learning via Adaptive Meta-learner of Behavioral Similarities
Jianda Chen · Sinno Pan
Poster
Wed 18:30 Meta Learning Low Rank Covariance Factors for Energy Based Deterministic Uncertainty
Jeff Willette · Hae Beom Lee · Juho Lee · Sung Ju Hwang
Spotlight
Mon 10:30 Continuous-Time Meta-Learning with Forward Mode Differentiation
Tristan Deleu · David Kanaa · Leo Feng · Giancarlo Kerg · Yoshua Bengio · Guillaume Lajoie · Pierre-Luc Bacon
Poster
Thu 2:30 Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate
Yingtian Zou · Fusheng Liu · Qianxiao Li
Poster
Mon 10:30 Continuous-Time Meta-Learning with Forward Mode Differentiation
Tristan Deleu · David Kanaa · Leo Feng · Giancarlo Kerg · Yoshua Bengio · Guillaume Lajoie · Pierre-Luc Bacon
Poster
Tue 18:30 Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative
Lucio Dery · Paul Michel · Ameet Talwalkar · Graham Neubig