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253 Results
Poster
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Tue 9:00 |
Graph Few-shot Learning with Task-specific Structures Song Wang · Chen Chen · Jundong Li |
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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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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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Wed 9:00 |
Few-shot Relational Reasoning via Connection Subgraph Pretraining Qian Huang · Hongyu Ren · Jure Leskovec |
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Poster
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Wed 9:00 |
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs Ruijie Wang · Zheng Li · Dachun Sun · Shengzhong Liu · Jinning Li · Bing Yin · Tarek Abdelzaher |
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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 |