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Tutorial
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Mon 2:00 |
The Role of Meta-learning for Few-shot Learning Eleni Triantafillou |
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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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Meta-Learning Makes a Better Multimodal Few-shot Learner Ivona Najdenkoska · Xiantong Zhen · Marcel Worring |
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Workshop
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Fri 8:10 |
Contributed Talk 1: FiT: Parameter Efficient Few-shot Transfer Learning |
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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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Poster
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Wed 14:00 |
Sharing Knowledge for Meta-learning with Feature Descriptions Tomoharu Iwata · Atsutoshi Kumagai |
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Poster
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Tue 14:00 |
On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation Markus Hiller · Mehrtash Harandi · Tom Drummond |
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Workshop
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Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction Sangwoo Park · Kfir M. Cohen · Osvaldo Simeone |
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Workshop
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Land Use Prediction using Electro-Optical to SAR Few-Shot Transfer Learning Marcel Hussing · Karen Li · Eric Eaton |
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Poster
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Thu 14:00 |
PAC Prediction Sets for Meta-Learning Sangdon Park · Edgar Dobriban · Insup Lee · Osbert Bastani |
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Poster
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Thu 9:00 |
An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning Xiu-Shen Wei · H.-Y. Xu · Faen Zhang · Yuxin Peng · Wei Zhou |
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Workshop
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Contrastive Graph Few-Shot Learning Chunhui Zhang · Hongfu Liu · Jundong Li · Yanfang Ye · Chuxu Zhang |