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Workshop
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Sat 7:05
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Karthik Narasimhan: Semantic Supervision for few-shot generalization and personalization
Karthik Narasimhan
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Poster
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Thu 9:00
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Geoclidean: Few-Shot Generalization in Euclidean Geometry
Joy Hsu · Jiajun Wu · Noah Goodman
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Poster
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Thu 14:00
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Rethinking Generalization in Few-Shot Classification
Markus Hiller · Rongkai Ma · Mehrtash Harandi · Tom Drummond
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Poster
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Thu 14:00
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Improving Task-Specific Generalization in Few-Shot Learning via Adaptive Vicinal Risk Minimization
Long-Kai Huang · Ying Wei
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Poster
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Thu 14:00
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The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning
Xi Ye · Greg Durrett
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Workshop
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Few-Shot Diffusion Models
Giorgio Giannone · Didrik Nielsen · Ole Winther
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Workshop
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Few-shot Backdoor Attacks via Neural Tangent Kernels
Jonathan Hayase · Sewoong Oh
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Tutorial
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Mon 2:00
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The Role of Meta-learning for Few-shot Learning
Eleni Triantafillou
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Workshop
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Fri 8:10
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Contributed Talk 1: FiT: Parameter Efficient Few-shot Transfer Learning
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Poster
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BadPrompt: Backdoor Attacks on Continuous Prompts
Xiangrui Cai · Haidong Xu · Sihan Xu · Ying ZHANG · Yuan xiaojie
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Workshop
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Contrastive Graph Few-Shot Learning
Chunhui Zhang · Hongfu Liu · Jundong Li · Yanfang Ye · Chuxu Zhang
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Workshop
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FiT: Parameter Efficient Few-shot Transfer Learning
Aliaksandra Shysheya · John Bronskill · Massimiliano Patacchiola · Sebastian Nowozin · Richard Turner
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