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45 Results
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Poster
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Tue 7:45 |
Generalized Zero-Shot Learning with Deep Calibration Network Shichen Liu · Mingsheng Long · Jianmin Wang · Michael Jordan |
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Poster
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Tue 14:00 |
Training deep learning based denoisers without ground truth data Shakarim Soltanayev · Se Young Chun |
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Poster
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Tue 7:45 |
Trading robust representations for sample complexity through self-supervised visual experience Andrea Tacchetti · Stephen Voinea · Georgios Evangelopoulos |
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Poster
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Thu 7:45 |
Learning Deep Disentangled Embeddings With the F-Statistic Loss Karl Ridgeway · Michael Mozer |
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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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Tue 7:45 |
TADAM: Task dependent adaptive metric for improved few-shot learning Boris Oreshkin · Pau Rodríguez López · Alexandre Lacoste |
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Poster
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Wed 7:45 |
MetaGAN: An Adversarial Approach to Few-Shot Learning Ruixiang ZHANG · Tong Che · Zoubin Ghahramani · Yoshua Bengio · Yangqiu Song |
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Poster
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Tue 7:45 |
Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks Hang Gao · Zheng Shou · Alireza Zareian · Hanwang Zhang · Shih-Fu Chang |
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Poster
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Tue 14:00 |
Bayesian Model-Agnostic Meta-Learning Jaesik Yoon · Taesup Kim · Ousmane Dia · Sungwoong Kim · Yoshua Bengio · Sungjin Ahn |
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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 |
Generalisation of structural knowledge in the hippocampal-entorhinal system James Whittington · Timothy Muller · Shirely Mark · Caswell Barry · Tim Behrens |
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Spotlight
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Tue 12:35 |
Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning Tyler Scott · Karl Ridgeway · Michael Mozer |