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49 Results
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Poster
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Wed 18:30 |
Provable Guarantees for Gradient-Based Meta-Learning Nina Balcan · Mikhail Khodak · Ameet Talwalkar |
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Poster
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Thu 18:30 |
Hierarchically Structured Meta-learning Huaxiu Yao · Ying WEI · Junzhou Huang · Zhenhui (Jessie) Li |
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Poster
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Tue 18:30 |
Online Meta-Learning Chelsea Finn · Aravind Rajeswaran · Sham Kakade · Sergey Levine |
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Poster
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Wed 18:30 |
Transferability vs. Discriminability: Batch Spectral Penalization for Adversarial Domain Adaptation Xinyang Chen · Sinan Wang · Mingsheng Long · Jianmin Wang |
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Poster
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Wed 18:30 |
Transferable Adversarial Training: A General Approach to Adapting Deep Classifiers Hong Liu · Mingsheng Long · Jianmin Wang · Michael Jordan |
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Poster
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Wed 18:30 |
Domain Agnostic Learning with Disentangled Representations Xingchao Peng · Zijun Huang · Ximeng Sun · Kate Saenko |
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Poster
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Thu 18:30 |
Learning What and Where to Transfer Yunhun Jang · Hankook Lee · Sung Ju Hwang · Jinwoo Shin |
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Poster
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Tue 18:30 |
TibGM: A Transferable and Information-Based Graphical Model Approach for Reinforcement Learning Tameem Adel · Adrian Weller |
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Poster
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Wed 18:30 |
Learning-to-Learn Stochastic Gradient Descent with Biased Regularization Giulia Denevi · Carlo Ciliberto · Riccardo Grazzi · Massimiliano Pontil |
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Poster
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Wed 18:30 |
Towards Accurate Model Selection in Deep Unsupervised Domain Adaptation Kaichao You · Ximei Wang · Mingsheng Long · Michael Jordan |
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Poster
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Thu 18:30 |
Bridging Theory and Algorithm for Domain Adaptation Yuchen Zhang · Tianle Liu · Mingsheng Long · Michael Jordan |
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Poster
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Wed 18:30 |
Fast Context Adaptation via Meta-Learning Luisa Zintgraf · Kyriacos Shiarlis · Vitaly Kurin · Katja Hofmann · Shimon Whiteson |