Random Erasing Data Augmentation

16 August 2017

Liang Zheng

Yi Yang

Papers citing "Random Erasing Data Augmentation"

50 / 579 papers shown

Title
iMixer: hierarchical Hopfield network implies an invertible, implicit and iterative MLP-Mixer Toshihiro Ota Masato Taki 40 2 0 25 Apr 2023
TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning Potential Dongjingdin Liu Pengpeng Chen Miao Yao Yijingxiu Lu Zijie Cai Yuxin Tian 32 7 0 23 Apr 2023
Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models: A Systematization of Watermarking, Fingerprinting, Model Access, and Attacks Isabell Lederer Rudolf Mayer Andreas Rauber 31 19 0 22 Apr 2023
Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget Johannes Lehner Benedikt Alkin Andreas Fürst Elisabeth Rumetshofer Lukas Miklautz Sepp Hochreiter 36 18 0 20 Apr 2023
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction Yuxin Meng Feng Gao Eric Rigall Ran Dong Junyu Dong Q. Du 29 20 0 19 Apr 2023
A Byte Sequence is Worth an Image: CNN for File Fragment Classification Using Bit Shift and n-Gram Embeddings Wenyang Liu Yi Wang Kejun Wu Kim-Hui Yap Lap-Pui Chau 26 4 0 14 Apr 2023
How Will It Drape Like? Capturing Fabric Mechanics from Depth Images Carlos Rodriguez-Pardo Melania Prieto-Martin Dan Casas Elena Garces 31 12 0 13 Apr 2023
RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer Jiahao Wang Songyang Zhang Yong Liu Taiqiang Wu Yujiu Yang Xihui Liu Kai-xiang Chen Ping Luo Dahua Lin 42 20 0 12 Apr 2023
Polygonizer: An auto-regressive building delineator Maxim Khomiakov Michael Riis Andersen J. Frellsen 32 4 0 08 Apr 2023
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 35 41 0 07 Apr 2023
From Saliency to DINO: Saliency-guided Vision Transformer for Few-shot Keypoint Detection Changsheng Lu Hao Zhu Piotr Koniusz 48 11 0 06 Apr 2023
SMPConv: Self-moving Point Representations for Continuous Convolution Sanghyeon Kim Eunbyung Park 3DPC 42 13 0 05 Apr 2023
Effective Theory of Transformers at Initialization Emily Dinan Sho Yaida Susan Zhang 32 14 0 04 Apr 2023
Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning Ajinkya Tejankar Maziar Sanjabi Qifan Wang Sinong Wang Hamed Firooz Hamed Pirsiavash L Tan AAML 30 19 0 04 Apr 2023
PEACH: Pre-Training Sequence-to-Sequence Multilingual Models for Translation with Semi-Supervised Pseudo-Parallel Document Generation Alireza Salemi Amirhossein Abaskohi Sara Tavakoli Yadollah Yaghoobzadeh A. Shakery AIMat 32 0 0 03 Apr 2023
InceptionNeXt: When Inception Meets ConvNeXt Weihao Yu Pan Zhou Shuicheng Yan Xinchao Wang 48 119 0 29 Mar 2023
Equiangular Basis Vectors Yang Shen Xuhao Sun Xiuying Wei 41 7 0 21 Mar 2023
Towards a Smaller Student: Capacity Dynamic Distillation for Efficient Image Retrieval Yi Xie Huaidong Zhang Xuemiao Xu Jianqing Zhu Shengfeng He VLM 21 13 0 16 Mar 2023
Feature Completion Transformer for Occluded Person Re-identification Tao Wang Mengyuan Liu Hong Liu Wenhao Li Miaoju Ban Tuanyu Guo Yidi Li ViT 34 13 0 03 Mar 2023
Dropout Reduces Underfitting Zhuang Liu Zhi-Qin John Xu Joseph Jin Zhiqiang Shen Trevor Darrell 50 36 0 02 Mar 2023
DC-Former: Diverse and Compact Transformer for Person Re-Identification Wenqi Li Cheng Zou Meng Wang Furong Xu Jianan Zhao Ruobing Zheng Yuan Cheng Xiaoyu Tan ViT 36 40 0 28 Feb 2023
Generalization Bounds for Set-to-Set Matching with Negative Sampling Masanari Kimura 30 3 0 25 Feb 2023
Unsupervised Learning on a DIET: Datum IndEx as Target Free of Self-Supervision, Reconstruction, Projector Head Randall Balestriero 40 3 0 20 Feb 2023
CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition Sumyeong Ahn Jongwoo Ko Se-Young Yun 43 30 0 10 Feb 2023
AIM: Adapting Image Models for Efficient Video Action Recognition Taojiannan Yang Yi Zhu Yusheng Xie Aston Zhang Chong Chen Mu Li ViT 65 145 0 06 Feb 2023
X-ReID: Cross-Instance Transformer for Identity-Level Person Re-Identification Leqi Shen Tao He Yuchen Guo Guiguang Ding 46 6 0 04 Feb 2023
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification Bohan Li Xiao Xu Xinghao Wang Yutai Hou Yunlong Feng Feng Wang Xuanliang Zhang Qingfu Zhu Wanxiang Che DiffM VLM 36 10 0 04 Feb 2023
Benchmarking Robustness to Adversarial Image Obfuscations Florian Stimberg Ayan Chakrabarti Chun-Ta Lu Hussein Hazimeh Otilia Stretcu ... Merve Kaya Cyrus Rashtchian Ariel Fuxman Mehmet Tek Sven Gowal AAML 37 10 0 30 Jan 2023
Adversarial Style Augmentation for Domain Generalization Yabin Zhang Bin Deng Ruihuang Li Kui Jia Lei Zhang AAML OOD 23 14 0 30 Jan 2023
Unsupervised Domain Adaptation on Person Re-Identification via Dual-level Asymmetric Mutual Learning Qiong Wu Jiahan Li Pingyang Dai QiXiang Ye Liujuan Cao Yongjian Wu Rongrong Ji 32 1 0 29 Jan 2023
Data Augmentation Alone Can Improve Adversarial Training Lin Li Michael W. Spratling 21 50 0 24 Jan 2023
Does progress on ImageNet transfer to real-world datasets? Alex Fang Simon Kornblith Ludwig Schmidt VLM 39 34 0 11 Jan 2023
SMMix: Self-Motivated Image Mixing for Vision Transformers Yonghong Tian Mingbao Lin Zhihang Lin Yuxin Zhang Rongrong Ji Rongrong Ji 55 10 0 26 Dec 2022
Exploiting the Generative Adversarial Network Approach to Create a Synthetic Topography Corneal Image S. Jameel S. Aydin N. Ghaeb Jafar Majidpour Tarik A. Rashid Sinan Q. Salih P. S. JosephNg GAN MedIm 22 16 0 25 Dec 2022
DiP: Learning Discriminative Implicit Parts for Person Re-Identification Dengjie Li Siyu Chen Yujie Zhong Lin Ma 24 11 0 24 Dec 2022
Image Classification with Small Datasets: Overview and Benchmark Lorenzo Brigato Björn Barz Luca Iocchi Joachim Denzler VLM 30 17 0 23 Dec 2022
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 31 28 0 21 Dec 2022
Domain Generalization with Correlated Style Uncertainty Zheyu Zhang Bin Wang Debesh Jha Ugur Demir Ulas Bagci OOD 38 5 0 20 Dec 2022
Feature Disentanglement Learning with Switching and Aggregation for Video-based Person Re-Identification Minjung Kim Myeongah Cho Sangyoun Lee 29 14 0 16 Dec 2022
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation Chenhongyi Yang Jiarui Xu Shalini De Mello Elliot J. Crowley Xihuai Wang ViT 45 21 0 13 Dec 2022
A Machine Learning Enhanced Approach for Automated Sunquake Detection in Acoustic Emission Maps Vanessa Mercea A. Paraschiv D. Lacatus A. Marginean D. Besliu-Ionescu 36 4 0 13 Dec 2022
A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others Zhiheng Li Ivan Evtimov Albert Gordo C. Hazirbas Tal Hassner Cristian Canton Ferrer Chenliang Xu Mark Ibrahim 41 72 0 09 Dec 2022
OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models Jinze Bai Rui Men Han Yang Xuancheng Ren Kai Dang ... Wenhang Ge Jianxin Ma Junyang Lin Jingren Zhou Chang Zhou 37 15 0 08 Dec 2022
Towards a Taxonomy for the Use of Synthetic Data in Advanced Analytics Peter Kowalczyk Giacomo Welsch Frédéric Thiesse 41 2 0 05 Dec 2022
ResFormer: Scaling ViTs with Multi-Resolution Training Rui Tian Zuxuan Wu Qiuju Dai Hang-Rui Hu Yu Qiao Yu-Gang Jiang ViT 32 33 0 01 Dec 2022
Learning Progressive Modality-shared Transformers for Effective Visible-Infrared Person Re-identification Huinmin Lu Xuezhang Zou Pingping Zhang 50 94 0 01 Dec 2022
Lightweight Structure-Aware Attention for Visual Understanding Heeseung Kwon F. M. Castro M. Marín-Jiménez N. Guil Alahari Karteek 31 2 0 29 Nov 2022
AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification Suorong Yang Jinqiao Li Jian Zhao S. Furao AAML 33 6 0 29 Nov 2022
Dynamic Feature Pruning and Consolidation for Occluded Person Re-Identification Yuteng Ye Hang Zhou Jiale Cai Chenxing Gao Youjia Zhang Junle Wang Qiang Hu Junqing Yu Wei Yang 31 6 0 27 Nov 2022
Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance Mats L. Richter C. Pal 27 3 0 26 Nov 2022