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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
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 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
Spotlight
Wed 5:25 Meta Learning for Support Recovery in High-dimensional Precision Matrix Estimation
Qian Zhang · Yilin Zheng · Jean Honorio
Poster
Wed 9:00 Meta Learning for Support Recovery in High-dimensional Precision Matrix Estimation
Qian Zhang · Yilin Zheng · Jean Honorio
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
Thu 7:45 Learning a Universal Template for Few-shot Dataset Generalization
Eleni Triantafillou · Hugo Larochelle · Richard Zemel · Vincent Dumoulin