KeepAugment: A Simple Information-Preserving Data Augmentation Approach

23 November 2020

Papers citing "KeepAugment: A Simple Information-Preserving Data Augmentation Approach"

40 / 40 papers shown

Title
When Dynamic Data Selection Meets Data Augmentation S. M. I. Simon X. Yang Peng Ye F. Shen Dongzhan Zhou 24 0 0 02 May 2025
Saliency-Based diversity and fairness Metric and FaceKeepOriginalAugment: A Novel Approach for Enhancing Fairness and Diversity Teerath Kumar Alessandra Mileo Malika Bendechache 29 0 0 29 Oct 2024
Robust and Explainable Depression Identification from Speech Using Vowel-Based Ensemble Learning Approaches Kexin Feng Theodora Chaspari 29 0 0 23 Oct 2024
The Overfocusing Bias of Convolutional Neural Networks: A Saliency-Guided Regularization Approach David Bertoin Eduardo Hugo Sanchez Mehdi Zouitine Emmanuel Rachelson 28 0 0 25 Sep 2024
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification Suorong Yang F. Shen Jian Zhao AAML 29 1 0 10 Sep 2024
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation Suorong Yang Peijia Li Xin Xiong Shen Furao Jian Zhao 24 1 0 19 May 2024
KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach Teerath Kumar Alessandra Mileo Malika Bendechache AAML 23 4 0 10 May 2024
CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series Tien-Yu Chang Hao Dai Vincent S. Tseng AI4TS 27 0 0 01 Apr 2024
Automated data processing and feature engineering for deep learning and big data applications: a survey A. Mumuni F. Mumuni TPM 38 47 0 18 Mar 2024
PBES: PCA Based Exemplar Sampling Algorithm for Continual Learning Sahil Nokhwal Nirman Kumar CLL 28 3 0 14 Dec 2023
SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation Hyun Ryu Sunjae Yoon Hee Suk Yoon Eunseop Yoon Changdong Yoo AI4TS 22 2 0 10 Dec 2023
DualAug: Exploiting Additional Heavy Augmentation with OOD Data Rejection Zehao Wang Yiwen Guo Qizhang Li Guanglei Yang Wangmeng Zuo 20 0 0 12 Oct 2023
LEMON: Lossless model expansion Yite Wang Jiahao Su Hanlin Lu Cong Xie Tianyi Liu Jianbo Yuan Haibin Lin Ruoyu Sun Hongxia Yang 17 12 0 12 Oct 2023
Domain Generalization by Rejecting Extreme Augmentations Masih Aminbeidokhti F. Guerrero-Peña H. R. Medeiros Thomas Dubail Eric Granger M. Pedersoli ViT 30 3 0 10 Oct 2023
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers Zhenglin Huang Xianan Bao Na Zhang Qingqi Zhang Xiaomei Tu Biao Wu Xi Yang 25 7 0 07 Oct 2023
Mixing Data Augmentation with Preserving Foreground Regions in Medical Image Segmentation Xiaoqing Liu Kenji Ono Ryoma Bise 28 4 0 26 Apr 2023
Hint-Aug: Drawing Hints from Foundation Vision Transformers Towards Boosted Few-Shot Parameter-Efficient Tuning Zhongzhi Yu Shang Wu Y. Fu Shunyao Zhang Yingyan Lin 25 6 0 25 Apr 2023
Use the Detection Transformer as a Data Augmenter Luping Wang B. Liu ViT 19 0 0 10 Apr 2023
FrAug: Frequency Domain Augmentation for Time Series Forecasting Mu-Hwa Chen Zhijian Xu Ailing Zeng Qiang Xu AI4TS 13 8 0 18 Feb 2023
AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification Suorong Yang Jinqiao Li Jian Zhao S. Furao AAML 22 6 0 29 Nov 2022
Background-Mixed Augmentation for Weakly Supervised Change Detection Rui Huang Ruofei Wang Qing-Wu Guo Jieda Wei Yuxiang Zhang Wei Fan Yang Liu 11 24 0 21 Nov 2022
Feature Weaken: Vicinal Data Augmentation for Classification Songhao Jiang Yan Chu Tian-Hui Ma Tianning Zang 23 0 0 20 Nov 2022
SAGE: Saliency-Guided Mixup with Optimal Rearrangements A. Ma Nikita Dvornik Ran Zhang Leila Pishdad Konstantinos G. Derpanis Afsaneh Fazly 18 6 0 31 Oct 2022
A knowledge-driven vowel-based approach of depression classification from speech using data augmentation Kexin Feng Theodora Chaspari 19 6 0 27 Oct 2022
SageMix: Saliency-Guided Mixup for Point Clouds S. Lee Minkyu Jeon In-Ho Kim Yunyang Xiong Hyunwoo J. Kim 3DPC 29 27 0 13 Oct 2022
A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning Guozheng Ma Zhen Wang Zhecheng Yuan Xueqian Wang Bo Yuan Dacheng Tao OffRL 30 26 0 10 Oct 2022
SemAug: Semantically Meaningful Image Augmentations for Object Detection Through Language Grounding M. Heisler Amin Banitalebi-Dehkordi Yong Zhang ObjD 14 2 0 15 Aug 2022
Saliency Map Based Data Augmentation Jalal Al-Afandi B. Magyar András Horváth 11 0 0 29 May 2022
ReSmooth: Detecting and Utilizing OOD Samples when Training with Data Augmentation Chenyang Wang Junjun Jiang Xiong Zhou Xianming Liu 32 3 0 25 May 2022
Augmentation-induced Consistency Regularization for Classification Jianguo Wu Shijing Si Jianzong Wang Jing Xiao 21 2 0 25 May 2022
Image Data Augmentation for Deep Learning: A Survey Suorong Yang Wei-Ting Xiao Mengcheng Zhang Suhan Guo Jian Zhao S. Furao 16 232 0 19 Apr 2022
Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification Tian Xia Pedro Sanchez C. Qin Sotirios A. Tsaftaris OOD MedIm 24 12 0 15 Mar 2022
CEKD:Cross Ensemble Knowledge Distillation for Augmented Fine-grained Data Ke Zhang Jin Fan Shaoli Huang Yongliang Qiao Xiaofeng Yu Fei-wei Qin 18 2 0 13 Mar 2022
Unified smoke and fire detection in an evolutionary framework with self-supervised progressive data augment Han Zhang Suyan Yang Hongyong Wang zhongyan lu Helin Sun 14 0 0 16 Feb 2022
ImportantAug: a data augmentation agent for speech V. Trinh Hassan Salami Kavaki Michael I. Mandel 16 10 0 14 Dec 2021
TransMix: Attend to Mix for Vision Transformers Jieneng Chen Shuyang Sun Ju He Philip H. S. Torr Alan Yuille S. Bai ViT 20 103 0 18 Nov 2021
What augmentations are sensitive to hyper-parameters and why? Ch Muhammad Awais I. E. I. Bekkouch AAML 15 1 0 06 Nov 2021
CutDepth:Edge-aware Data Augmentation in Depth Estimation Yasunori Ishii Takayoshi Yamashita MDE 17 26 0 16 Jul 2021
Survey: Image Mixing and Deleting for Data Augmentation Humza Naveed Saeed Anwar Munawar Hayat Kashif Javed Ajmal Mian 30 78 0 13 Jun 2021
Local Patch AutoAugment with Multi-Agent Collaboration Shiqi Lin Tao Yu Ruoyu Feng Xin Li Xin Jin Zhibo Chen 11 15 0 20 Mar 2021