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32 Results
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Poster
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Thu 7:45 |
MetaReg: Towards Domain Generalization using Meta-Regularization Yogesh Balaji · Swami Sankaranarayanan · Rama Chellappa |
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Poster
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Thu 14:00 |
Bilevel learning of the Group Lasso structure Jordan Frecon · Saverio Salzo · Massimiliano Pontil |
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Poster
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Tue 7:45 |
Neural Networks Trained to Solve Differential Equations Learn General Representations Martin Magill · Faisal Qureshi · Hendrick de Haan |
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Poster
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Tue 7:45 |
Co-regularized Alignment for Unsupervised Domain Adaptation Abhishek Kumar · Prasanna Sattigeri · Kahini Wadhawan · Leonid Karlinsky · Rogerio Feris · Bill Freeman · Gregory Wornell |
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Poster
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Tue 14:00 |
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia · Yu Zhang · Ron Weiss · Quan Wang · Jonathan Shen · Fei Ren · zhifeng Chen · Patrick Nguyen · Ruoming Pang · Ignacio Lopez Moreno · Yonghui Wu |
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Poster
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Tue 14:00 |
Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning Tyler Scott · Karl Ridgeway · Michael Mozer |
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Poster
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Wed 14:00 |
Transfer of Value Functions via Variational Methods Andrea Tirinzoni · Rafael Rodriguez Sanchez · Marcello Restelli |
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Poster
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Thu 7:45 |
Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies Sungryull Sohn · Junhyuk Oh · Honglak Lee |
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Poster
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Wed 14:00 |
Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies Alessandro Achille · Tom Eccles · Loic Matthey · Chris Burgess · Nicholas Watters · Alexander Lerchner · Irina Higgins |
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Poster
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Wed 14:00 |
Zero-Shot Transfer with Deictic Object-Oriented Representation in Reinforcement Learning Ofir Marom · Benjamin Rosman |
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Poster
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Tue 7:45 |
Multi-Task Learning as Multi-Objective Optimization Ozan Sener · Vladlen Koltun |
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Poster
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Tue 14:00 |
A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation Alexander H. Liu · Yen-Cheng Liu · Yu-Ying Yeh · Frank Wang |