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13 Results
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Poster
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Thu 10:30 |
Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning Denis Yarats · Rob Fergus · Alessandro Lazaric · Lerrel Pinto |
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Poster
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Mon 18:30 |
Target-Side Input Augmentation for Sequence to Sequence Generation Shufang Xie · Ang Lv · Yingce Xia · Lijun Wu · Tao Qin · Tie-Yan Liu · Rui Yan |
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Poster
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Mon 10:30 |
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining Ahmed Imtiaz Humayun · Randall Balestriero · Richard Baraniuk |
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Poster
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Mon 10:30 |
Deep AutoAugment Yu Zheng · Zhi Zhang · Shen Yan · Mi Zhang |
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Poster
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Tue 18:30 |
SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning Jongjin Park · Younggyo Seo · Jinwoo Shin · Honglak Lee · Pieter Abbeel · Kimin Lee |
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Poster
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Mon 10:30 |
What Makes Better Augmentation Strategies? Augment Difficult but Not too Different Jaehyung Kim · Dongyeop Kang · Sungsoo Ahn · Jinwoo Shin |
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Poster
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Wed 18:30 |
AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies Tsz Him Cheung · Dit-Yan Yeung |
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Poster
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Mon 10:30 |
Noisy Feature Mixup Soon Hoe Lim · N. Benjamin Erichson · Francisco Utrera · Winnie Xu · Michael W Mahoney |
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Poster
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Mon 10:30 |
When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations Xiangning Chen · Cho-Jui Hsieh · Boqing Gong |
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Spotlight
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Mon 10:30 |
When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations Xiangning Chen · Cho-Jui Hsieh · Boqing Gong |
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Poster
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Mon 18:30 |
GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification Joonhyung Park · Jaeyun Song · Eunho Yang |
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Poster
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Thu 2:30 |
CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals Cédric Rommel · Thomas Moreau · Joseph Paillard · Alexandre Gramfort |