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https://github.com/cuge1995/cvpr-21-data-augmentation

CVPR 21 papers focus on data augmentation
https://github.com/cuge1995/cvpr-21-data-augmentation

cvpr2021 data-augmentation

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CVPR 21 papers focus on data augmentation

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# CVPR-21-Data-Augmentation
SuperMix: Supervising the Mixing Data Augmentation
Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Nasser M. Nasrabadi

Simple Copy-Paste Is a Strong Data Augmentation Method for Instance Segmentation
Golnaz Ghiasi, Yin Cui, Aravind Srinivas, Rui Qian, Tsung-Yi Lin, Ekin D. Cubuk, Quoc V. Le, Barret Zoph

KeepAugment: A Simple Information-Preserving Data Augmentation Approach
Chengyue Gong, Dilin Wang, Meng Li, Vikas Chandra, Qiang Liu

Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation
Nikita Araslanov, Stefan Roth

Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion
Shi Qiu, Saeed Anwar, Nick Barnes

Augmentation Strategies for Learning With Noisy Labels
Kento Nishi, Yi Ding, Alex Rich, Tobias Hollerer

MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition
Shuang Li, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Feng Qiao, Xinjing Cheng

LiDAR-Aug: A General Rendering-Based Augmentation Framework for 3D Object Detection
Jin Fang, Xinxin Zuo, Dingfu Zhou, Shengze Jin, Sen Wang, Liangjun Zhang

Transferable Semantic Augmentation for Domain Adaptation
Shuang Li, Mixue Xie, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Wei Li

PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation
Kehong Gong, Jianfeng Zhang, Jiashi Feng

Scale-Aware Automatic Augmentation for Object Detection
Yukang Chen, Yanwei Li, Tao Kong, Lu Qi, Ruihang Chu, Lei Li, Jiaya Jia

PointAugmenting: Cross-Modal Augmentation for 3D Object Detection
Chunwei Wang, Chao Ma, Ming Zhu, Xiaokang Yang

On Feature Normalization and Data Augmentation
Boyi Li, Felix Wu, Ser-Nam Lim, Serge Belongie, Kilian Q. Weinberger

Prototype Augmentation and Self-Supervision for Incremental Learning
Fei Zhu, Xu-Yao Zhang, Chuang Wang, Fei Yin, Cheng-Lin Liu

StyleMix: Separating Content and Style for Enhanced Data Augmentation
Minui Hong, Jinwoo Choi, Gunhee Kim

SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning
Colorado J Reed, Sean Metzger, Aravind Srinivas, Trevor Darrell, Kurt Keutzer

MaxUp: Lightweight Adversarial Training With Data Augmentation Improves Neural Network Training
Chengyue Gong, Tongzheng Ren, Mao Ye, Qiang Liu