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184 Results
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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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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 |
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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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Poster
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Thu 9:00 |
Geoclidean: Few-Shot Generalization in Euclidean Geometry Joy Hsu · Jiajun Wu · Noah Goodman |
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Poster
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Tue 9:00 |
Few-Shot Continual Active Learning by a Robot Ali Ayub · Carter Fendley |
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Poster
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Thu 14:00 |
Rethinking Generalization in Few-Shot Classification Markus Hiller · Rongkai Ma · Mehrtash Harandi · Tom Drummond |
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Poster
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Wed 9:00 |
Few-Shot Audio-Visual Learning of Environment Acoustics Sagnik Majumder · Changan Chen · Ziad Al-Halah · Kristen Grauman |