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Spotlight
Thu 5:30 Parameterless Transductive Feature Re-representation for Few-Shot Learning
Wentao Cui · Yuhong Guo
Poster
Thu 9:00 Parameterless Transductive Feature Re-representation for Few-Shot Learning
Wentao Cui · Yuhong Guo
Spotlight
Thu 7:40 Few-Shot Conformal Prediction with Auxiliary Tasks
Adam Fisch · Tal Schuster · Tommi Jaakkola · Regina Barzilay
Poster
Thu 9:00 Few-Shot Conformal Prediction with Auxiliary Tasks
Adam Fisch · Tal Schuster · Tommi Jaakkola · Regina Barzilay
Spotlight
Thu 17:35 Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification
Dong Hoon Lee · Sae-Young Chung
Poster
Thu 21:00 Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification
Dong Hoon Lee · Sae-Young Chung
Workshop
True Few-Shot Learning with Language Models
Ethan Perez · Douwe Kiela · Kyunghyun Cho
Spotlight
Tue 5:20 Outlier-Robust Optimal Transport
Debarghya Mukherjee · Aritra Guha · Justin Solomon · Yuekai Sun · Mikhail Yurochkin
Poster
Tue 9:00 Outlier-Robust Optimal Transport
Debarghya Mukherjee · Aritra Guha · Justin Solomon · Yuekai Sun · Mikhail Yurochkin
Spotlight
Thu 5:40 Addressing Catastrophic Forgetting in Few-Shot Problems
Pauching Yap · Hippolyt Ritter · David Barber
Poster
Thu 9:00 Addressing Catastrophic Forgetting in Few-Shot Problems
Pauching Yap · Hippolyt Ritter · David Barber
Spotlight
Tue 5:25 Demonstration-Conditioned Reinforcement Learning for Few-Shot Imitation
Christopher Dance · Perez Julien · Théo Cachet