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Workshop
Curriculum Meta-Learning for Few-shot Classification
Priyanka Agrawal
Workshop
Continual Few-Shot Learning for Named Entity Recognition
Competition
Thu 11:24 Breakout: Traffic4cast 2021 – Temporal and Spatial Few-Shot Transfer Learning in Traffic Map Movie Forecasting
Poster
Wed 0:30 Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement
Aming WU · Suqi Zhao · Cheng Deng · Wei Liu
Poster
Thu 16:30 Few-Shot Segmentation via Cycle-Consistent Transformer
Gengwei Zhang · Guoliang Kang · Yi Yang · Yunchao Wei
Tutorial
Mon 6:55 Few-Shot Learning for Low-Resource Languages
David Adelani
Affinity Workshop
Microsoft - Advancing real-world few-shot learning with the new ORBIT dataset (Daniela Massiceti)
Daniela Massiceti
Poster
Thu 16:30 Property-Aware Relation Networks for Few-Shot Molecular Property Prediction
Yaqing Wang · Abulikemu Abuduweili · Quanming Yao · Dejing Dou
Poster
Tue 8:30 Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis
Qi CHEN · Changjian Shui · Mario Marchand
Poster
Tue 8:30 On Episodes, Prototypical Networks, and Few-Shot Learning
Steinar Laenen · Luca Bertinetto
Poster
Thu 16:30 Realistic evaluation of transductive few-shot learning
Olivier Veilleux · Malik Boudiaf · Pablo Piantanida · Ismail Ben Ayed
Poster
Thu 8:30 D2C: Diffusion-Decoding Models for Few-Shot Conditional Generation
Abhishek Sinha · Jiaming Song · Chenlin Meng · Stefano Ermon