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156 Results
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Workshop
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MARS: Meta-learning as score matching in the function space Kruno Lehman · Jonas Rothfuss · Andreas Krause |
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Workshop
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STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables Jaehyun Nam · Jihoon Tack · Kyungmin Lee · Hankook Lee · Jinwoo Shin |
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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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Poster
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Wed 9:00 |
A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases James Harrison · Luke Metz · Jascha Sohl-Dickstein |
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Poster
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Wed 14:00 |
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations Xiang Huang · Zhanhong Ye · Hongsheng Liu · Shi Ji · Zidong Wang · Kang Yang · Yang Li · Min Wang · Haotian CHU · Fan Yu · Bei Hua · Lei Chen · Bin Dong |
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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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Meta-learning of Black-box Solvers Using Deep Reinforcement Learning Cedric Malherbe · Aladin Virmaux · Ludovic Dos Santos · Sofian Chaybouti |
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Poster
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Thu 14:00 |
Adversarial Task Up-sampling for Meta-learning Yichen WU · Long-Kai Huang · Ying Wei |
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Poster
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Provable Generalization of Overparameterized Meta-learning Trained with SGD Yu Huang · Yingbin Liang · Longbo Huang |
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Poster
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Tue 14:00 |
Learning Predictions for Algorithms with Predictions Misha Khodak · Maria-Florina Balcan · Ameet Talwalkar · Sergei Vassilvitskii |
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Poster
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Wed 9:00 |
Towards Learning Universal Hyperparameter Optimizers with Transformers Yutian Chen · Xingyou Song · Chansoo Lee · Zi Wang · Richard Zhang · David Dohan · Kazuya Kawakami · Greg Kochanski · Arnaud Doucet · Marc'Aurelio Ranzato · Sagi Perel · Nando de Freitas |
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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 |