Search All 2022 Events
 

13 Results

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Poster
Thu 10:30 Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning
Denis Yarats · Rob Fergus · Alessandro Lazaric · Lerrel Pinto
Poster
Mon 10:30 Deep AutoAugment
Yu Zheng · Zhi Zhang · Shen Yan · Mi Zhang
Poster
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
Poster
Mon 10:30 MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining
Ahmed Imtiaz Humayun · Randall Balestriero · Richard Baraniuk
Poster
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
Poster
Mon 10:30 What Makes Better Augmentation Strategies? Augment Difficult but Not too Different
Jaehyung Kim · Dongyeop Kang · Sungsoo Ahn · Jinwoo Shin
Poster
Wed 18:30 AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies
Tsz Him Cheung · Dit-Yan Yeung
Poster
Mon 10:30 Noisy Feature Mixup
Soon Hoe Lim · N. Benjamin Erichson · Francisco Utrera · Winnie Xu · Michael W Mahoney
Poster
Mon 10:30 When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations
Xiangning Chen · Cho-Jui Hsieh · Boqing Gong
Spotlight
Mon 10:30 When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations
Xiangning Chen · Cho-Jui Hsieh · Boqing Gong
Poster
Mon 18:30 GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification
Joonhyung Park · Jaeyun Song · Eunho Yang
Poster
Thu 2:30 CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals
C├ędric Rommel · Thomas Moreau · Joseph Paillard · Alexandre Gramfort