Workshop

Fri 7:00

Marinka Zitnik: Few-Shot Learning for Network Biology
Marinka Zitnik

Workshop

Fri 9:32

Contributed Talk: Few-shot learning via tensor hallucination
Michalis Lazarou

Poster

Tue 17:00

Attentional Constellation Nets for Few-Shot Learning
Weijian Xu · Yifan Xu · Huaijin Wang · Zhuowen Tu

Poster

Mon 17:00

Self-training For Few-shot Transfer Across Extreme Task Differences
Cheng Perng Phoo · Bharath Hariharan

Oral

Thu 13:15

Self-training For Few-shot Transfer Across Extreme Task Differences
Cheng Perng Phoo · Bharath Hariharan

Poster

Mon 1:00

MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning
Nanyi Fei · Zhiwu Lu · Tao Xiang · Songfang Huang

Oral

Mon 3:15

Free Lunch for Few-shot Learning: Distribution Calibration
Shuo Yang · Lu Liu · Min Xu

Poster

Thu 1:00

Free Lunch for Few-shot Learning: Distribution Calibration
Shuo Yang · Lu Liu · Min Xu

Poster

Tue 17:00

Concept Learners for Few-Shot Learning
Kaidi Cao · Maria Brbic · Jure Leskovec

Poster

Thu 17:00

Few-Shot Learning via Learning the Representation, Provably
Simon Du · Wei Hu · Sham M Kakade · Jason Lee · Qi Lei

Poster

Wed 17:00

Wandering within a world: Online contextualized few-shot learning
Mengye Ren · Michael L Iuzzolino · Michael Mozer · Richard Zemel

Poster

Wed 9:00

Learning Task-General Representations with Generative Neuro-Symbolic Modeling
Reuben Feinman · Brenden Lake