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192 Results
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Workshop
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Instance norm improves meta-learning in class-imbalanced land cover classification Marc Russwurm · Devis Tuia |
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Poster
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Wed 9:00 |
The Curse of Unrolling: Rate of Differentiating Through Optimization Damien Scieur · Gauthier Gidel · Quentin Bertrand · Fabian Pedregosa |
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Poster
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Thu 9:00 |
Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion Atsutoshi Kumagai · Tomoharu Iwata · Yasutoshi Ida · Yasuhiro Fujiwara |
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Workshop
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Expanding the Deployment Envelope of Behavior Prediction via Adaptive Meta-Learning Boris Ivanovic · James Harrison · Marco Pavone |
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Workshop
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Fri 7:00 |
NeurIPS 2022 Workshop on Meta-Learning Huaxiu Yao · Eleni Triantafillou · Fabio Ferreira · Joaquin Vanschoren · Qi Lei |
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Poster
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Wed 9:00 |
Meta-Learning Dynamics Forecasting Using Task Inference Rui Wang · Robin Walters · Rose Yu |
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Poster
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Thu 9:00 |
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts Tao Zhong · Zhixiang Chi · Li Gu · Yang Wang · Yuanhao Yu · Jin Tang |
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Workshop
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Unsupervised Meta-learning via Few-shot Pseudo-supervised Contrastive Learning Huiwon Jang · Hankook Lee · Jinwoo Shin |
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Poster
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Wed 14:00 |
Pre-Trained Model Reusability Evaluation for Small-Data Transfer Learning Yao-Xiang Ding · Xi-Zhu Wu · Kun Zhou · Zhi-Hua Zhou |
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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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Workshop
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Meta-learning from demonstrations improves compositional generalization Sam Spilsbury · Alexander Ilin |
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Poster
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Wed 9:00 |
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification Massimiliano Patacchiola · John Bronskill · Aliaksandra Shysheya · Katja Hofmann · Sebastian Nowozin · Richard Turner |