TeachAugment: Data Augmentation Optimization Using Teacher Knowledge

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TeachAugment: Data Augmentation Optimization Using Teacher Knowledge

25 February 2022

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Papers citing "TeachAugment: Data Augmentation Optimization Using Teacher Knowledge"

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Title
Data-Augmented Quantization-Aware Knowledge Distillation Justin Kur Kaiqi Zhao MQ 60 0 0 04 Sep 2025
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data SelectionInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Weiqi Yan Lvhai Chen Shengchuan Zhang Yan Zhang Liujuan Cao 32 0 0 25 Aug 2025
Sample-aware RandAugment: Search-free Automatic Data Augmentation for Effective Image Recognition Anqi Xiao Weichen Yu Hongyuan Yu 32 0 0 11 Aug 2025
Enhancing Small-Scale Dataset Expansion with Triplet-Connection-based Sample Re-Weighting Ting Xiang Changjian Chen Zhuo Tang Qifeng Zhang Fei Lyu Li Yang Jiapeng Zhang KenLi Li MedIm 40 0 0 11 Aug 2025
Robust Asymmetric Heterogeneous Federated Learning with Corrupted Clients Xiuwen Fang Mang Ye Di Lin FedML 242 3 0 12 Mar 2025
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation Suorong Yang Peijia Li Xin Xiong Shen Furao Jian Zhao 135 7 0 19 May 2024
CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series Tien-Yu Chang Hao Dai Vincent S. Tseng AI4TS 95 0 0 01 Apr 2024
Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification Mahdi Alehdaghi Pourya Shamsolmoali Rafael M. O. Cruz Eric Granger 147 2 0 16 Mar 2024
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods A. Mumuni F. Mumuni 195 12 0 13 Mar 2024
DualAug: Exploiting Additional Heavy Augmentation with OOD Data Rejection Zehao Wang Yiwen Guo Qizhang Li Guanglei Yang Wangmeng Zuo 110 1 0 12 Oct 2023
Domain Generalization by Rejecting Extreme AugmentationsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Masih Aminbeidokhti F. Guerrero-Peña H. R. Medeiros Thomas Dubail Eric Granger M. Pedersoli ViT 120 6 0 10 Oct 2023
SLACK: Stable Learning of Augmentations with Cold-start and KL regularization Juliette Marrie Michael Arbel Diane Larlus Julien Mairal OffRL 107 6 0 16 Jun 2023
Clothes Grasping and Unfolding Based on RGB-D Semantic Segmentation Xin-Hai Zhu Xiao Wang J. Freer H. Chang Yixing Gao 130 5 0 05 May 2023
Learning Multimodal Data Augmentation in Feature Space Zichang Liu Zhiqiang Tang Xingjian Shi Aston Zhang Mu Li Anshumali Shrivastava A. Wilson 142 27 0 29 Dec 2022
Local Magnification for Data and Feature Augmentation Kun He Chang-rui Liu Stephen Lin John E. Hopcroft 102 2 0 15 Nov 2022
Improving the Transferability of Adversarial Attacks on Face Recognition with Beneficial Perturbation Feature Augmentation Fengfan Zhou H. Ling Yuxuan Shi Jiazhong Chen Zongyi Li Ping Li AAML 247 8 0 28 Oct 2022
Learning Self-Regularized Adversarial Views for Self-Supervised Vision Transformers Tao Tang Changlin Li Guangrun Wang Kaicheng Yu Xiaojun Chang Xiaodan Liang ViT 117 1 0 16 Oct 2022
ReSmooth: Detecting and Utilizing OOD Samples when Training with Data Augmentation Chenyang Wang Junjun Jiang Xiong Zhou Xianming Liu 114 5 0 25 May 2022
Deeper Insights into the Robustness of ViTs towards Common Corruptions Rui Tian Zuxuan Wu Qi Dai Han Hu Yu-Gang Jiang ViT AAML 146 6 0 26 Apr 2022