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Workshop
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Fri 7:00
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Marinka Zitnik: Few-Shot Learning for Network Biology
Marinka Zitnik
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Workshop
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Fri 9:32
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Contributed Talk: Few-shot learning via tensor hallucination
Michalis Lazarou
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Poster
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Tue 17:00
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Attentional Constellation Nets for Few-Shot Learning
Weijian Xu · Yifan Xu · Huaijin Wang · Zhuowen Tu
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Poster
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Mon 1:00
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MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning
Nanyi Fei · Zhiwu Lu · Tao Xiang · Songfang Huang
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Oral
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Mon 3:15
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Free Lunch for Few-shot Learning: Distribution Calibration
Shuo Yang · Lu Liu · Min Xu
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Poster
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Thu 1:00
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Free Lunch for Few-shot Learning: Distribution Calibration
Shuo Yang · Lu Liu · Min Xu
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Oral
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Thu 13:15
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Self-training For Few-shot Transfer Across Extreme Task Differences
Cheng Perng Phoo · Bharath Hariharan
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Poster
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Mon 17:00
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Self-training For Few-shot Transfer Across Extreme Task Differences
Cheng Perng Phoo · Bharath Hariharan
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Poster
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Tue 17:00
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Concept Learners for Few-Shot Learning
Kaidi Cao · Maria Brbic · Jure Leskovec
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Workshop
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Heterogeneous Zero-Shot Federated Learning with New Classes for Audio Classification
Gautham Krishna Gudur · Satheesh Perepu
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Poster
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Thu 17:00
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Few-Shot Learning via Learning the Representation, Provably
Simon Du · Wei Hu · Sham M Kakade · Jason Lee · Qi Lei
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Poster
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Wed 17:00
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Wandering within a world: Online contextualized few-shot learning
Mengye Ren · Michael L Iuzzolino · Michael Mozer · Richard Zemel
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