Search All 2021 Events
 

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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
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
Wed 17:00 Measuring Massive Multitask Language Understanding
Dan Hendrycks · Collin Burns · Steven Basart · Andy Zou · Mantas Mazeika · Dawn Song · Jacob Steinhardt
Oral
Thu 13:15 Self-training For Few-shot Transfer Across Extreme Task Differences
Cheng Perng Phoo · Bharath Hariharan
Poster
Mon 17:00 Self-training For Few-shot Transfer Across Extreme Task Differences
Cheng Perng Phoo · Bharath Hariharan
Poster
Thu 1:00 Incremental few-shot learning via vector quantization in deep embedded space
Kuilin Chen · Chi-Guhn Lee
Workshop
Fast Inference and Transfer of Compositional Task Structure for Few-shot Task Generalization
Sungryull Sohn · Hyunjae Woo · Jongwook Choi · Izzeddin Gur · Aleksandra Faust · Honglak Lee
Poster
Wed 9:00 Few-Shot Bayesian Optimization with Deep Kernel Surrogates
Martin Wistuba · Josif Grabocka