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Poster
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Tue 8:30
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Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks
Alireza Fallah · Aryan Mokhtari · Asuman Ozdaglar
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Workshop
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Meta Arcade: A Configurable Environment Suite for Deep Reinforcement Learning and Meta-Learning
Edward Staley · Jared Markowitz · Kapil Katyal
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Workshop
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A Preliminary Study on the Feature Representations of Transfer Learning and Gradient-Based Meta-Learning Techniques
Mike Huisman · Jan van Rijn · Aske Plaat
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Spotlight
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Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis
Qi CHEN · Changjian Shui · Mario Marchand
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Poster
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Tue 16:30
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Discovery of Options via Meta-Learned Subgoals
Vivek Veeriah · Tom Zahavy · Matteo Hessel · Zhongwen Xu · Junhyuk Oh · Iurii Kemaev · Hado van Hasselt · David Silver · Satinder Singh
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Affinity Workshop
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Causal meta-learning by making informative interventions about the functional form
Chentian Jiang · Chris Lucas
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Poster
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Thu 0:30
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Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning
Nan Ding · Xi Chen · Tomer Levinboim · Sebastian Goodman · Radu Soricut
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Poster
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Tue 8:30
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EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization
Ondrej Bohdal · Yongxin Yang · Timothy Hospedales
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Poster
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Tue 8:30
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Towards Enabling Meta-Learning from Target Models
Su Lu · Han-Jia Ye · Le Gan · De-Chuan Zhan
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Poster
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Tue 8:30
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Dynamic population-based meta-learning for multi-agent communication with natural language
Abhinav Gupta · Marc Lanctot · Angeliki Lazaridou
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Workshop
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Studying BatchNorm Learning Rate Decay on Meta-Learning Inner-Loop Adaptation
Alexander Wang · Sasha (Alexandre) Doubov · Gary Leung
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Poster
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Thu 0:30
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Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning
Hayeon Lee · Sewoong Lee · Song Chong · Sung Ju Hwang
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