Random Erasing Data Augmentation

16 August 2017

Liang Zheng

Yi Yang

Papers citing "Random Erasing Data Augmentation"

50 / 579 papers shown

Title
Deep Learning Training Procedure Augmentations Cristian Simionescu 11 1 0 25 Nov 2022
Degenerate Swin to Win: Plain Window-based Transformer without Sophisticated Operations Tan Yu Ping Li ViT 46 5 0 25 Nov 2022
Cross-Domain Ensemble Distillation for Domain Generalization Kyung-Jin Lee Sungyeon Kim Suha Kwak FedML OOD 28 38 0 25 Nov 2022
CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels Siyuan Li Li Sun Qingli Li VLM 35 150 0 25 Nov 2022
Expanding Small-Scale Datasets with Guided Imagination Yifan Zhang Daquan Zhou Bryan Hooi Kaixin Wang Jiashi Feng 49 46 0 25 Nov 2022
On Pitfalls of Measuring Occlusion Robustness through Data Distortion Antonia Marcu 30 0 0 24 Nov 2022
Transformer Based Multi-Grained Features for Unsupervised Person Re-Identification Jiacheng Li Menglin Wang Xiaojin Gong ViT 34 17 0 22 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 36 129 0 22 Nov 2022
UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer Kunchang Li Yali Wang Yinan He Yizhuo Li Yi Wang Limin Wang Yu Qiao ViT 30 107 0 17 Nov 2022
Local Magnification for Data and Feature Augmentation Kun He Chang-rui Liu Stephen Lin J. Hopcroft 26 2 0 15 Nov 2022
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale Yuxin Fang Wen Wang Binhui Xie Quan-Sen Sun Ledell Yu Wu Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM CLIP 92 681 0 14 Nov 2022
What Images are More Memorable to Machines? Junlin Han Huangying Zhan Jie Hong Pengfei Fang Hongdong Li L. Petersson Ian Reid 38 3 0 14 Nov 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 53 53 0 14 Nov 2022
ParCNetV2: Oversized Kernel with Enhanced Attention Ruihan Xu Haokui Zhang Wenze Hu Shiliang Zhang Xiaoyu Wang ViT 32 6 0 14 Nov 2022
Body Part-Based Representation Learning for Occluded Person Re-Identification Vladimir Somers Christophe De Vleeschouwer Alexandre Alahi 42 106 0 07 Nov 2022
A simple, efficient and scalable contrastive masked autoencoder for learning visual representations Shlok Kumar Mishra Joshua Robinson Huiwen Chang David Jacobs Aaron Sarna Aaron Maschinot Dilip Krishnan DiffM 56 30 0 30 Oct 2022
TripletTrack: 3D Object Tracking using Triplet Embeddings and LSTM Nicola Marinello Marc Proesmans Luc Van Gool 3DPC 107 49 0 28 Oct 2022
LidarAugment: Searching for Scalable 3D LiDAR Data Augmentations Zhaoqi Leng Guowang Li Chenxi Liu E. D. Cubuk Pei Sun Tong He Drago Anguelov Mingxing Tan 3DPC 41 9 0 24 Oct 2022
MetaFormer Baselines for Vision Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang MoE 42 158 0 24 Oct 2022
Reliability-Aware Prediction via Uncertainty Learning for Person Image Retrieval Zhaopeng Dou Zhongdao Wang Weihua Chen Yali Li Shengjin Wang 37 15 0 24 Oct 2022
On Feature Learning in the Presence of Spurious Correlations Pavel Izmailov Polina Kirichenko Nate Gruver A. Wilson 43 118 0 20 Oct 2022
Scratching Visual Transformer's Back with Uniform Attention Nam Hyeon-Woo Kim Yu-Ji Byeongho Heo Doonyoon Han Seong Joon Oh Tae-Hyun Oh 366 23 0 16 Oct 2022
S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces Eric N. D. Nguyen Karan Goel Albert Gu Gordon W. Downs Preey Shah Tri Dao S. Baccus Christopher Ré VLM 22 39 0 12 Oct 2022
Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets Zhiying Lu Hongtao Xie Chuanbin Liu Yongdong Zhang ViT 28 57 0 12 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 47 27 0 10 Oct 2022
Differentially Private Deep Learning with ModelMix Hanshen Xiao Jun Wan S. Devadas 29 3 0 07 Oct 2022
Dual Clustering Co-teaching with Consistent Sample Mining for Unsupervised Person Re-Identification Zeqi Chen Zhichao Cui Chi Zhang Jiahuan Zhou Yuehu Liu NoLa 46 17 0 07 Oct 2022
SoccerNet 2022 Challenges Results Silvio Giancola A. Cioppa Adrien Deliège Floriane Magera Vladimir Somers ... Yingying Li Yue He Yujie Zhong Zhenhua Guo Zhiheng Li 46 30 0 05 Oct 2022
Effective Vision Transformer Training: A Data-Centric Perspective Benjia Zhou Pichao Wang Jun Wan Yan-Ni Liang Fan Wang 31 5 0 29 Sep 2022
Dilated Neighborhood Attention Transformer Ali Hassani Humphrey Shi ViT MedIm 33 68 0 29 Sep 2022
Feature-based model selection for object detection from point cloud data Kairi Tokuda R. Shinkuma Takehiro Sato E. Oki 3DPC 32 1 0 26 Sep 2022
Mega: Moving Average Equipped Gated Attention Xuezhe Ma Chunting Zhou Xiang Kong Junxian He Liangke Gui Graham Neubig Jonathan May Luke Zettlemoyer 38 183 0 21 Sep 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms Huijuan Pang Zhongang Cai Lei Yang Tianwei Zhang Ziwei Liu 3DH 62 29 0 21 Sep 2022
A Light Recipe to Train Robust Vision Transformers Edoardo Debenedetti Vikash Sehwag Prateek Mittal ViT 34 69 0 15 Sep 2022
Vision-Based Uncertainty-Aware Motion Planning based on Probabilistic Semantic Segmentation Ralf Römer Armin Lederer Samuel Tesfazgi Sandra Hirche 29 2 0 14 Sep 2022
Local-Aware Global Attention Network for Person Re-Identification Based on Body and Hand Images N. L. Baisa CVBM 32 3 0 11 Sep 2022
Segment Augmentation and Differentiable Ranking for Logo Retrieval Feyza Yavuz Sinan Kalkan 30 0 0 06 Sep 2022
Efficient Attention-free Video Shift Transformers Adrian Bulat Brais Martínez Georgios Tzimiropoulos ViT 34 1 0 23 Aug 2022
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition Mengqi Xue Qihan Huang Haofei Zhang Lechao Cheng Mingli Song Ming-hui Wu Mingli Song ViT 35 52 0 22 Aug 2022
CycleTrans: Learning Neutral yet Discriminative Features for Visible-Infrared Person Re-Identification Qiong Wu Jiaer Xia Pingyang Dai Yiyi Zhou Yongjian Wu Rongrong Ji 21 1 0 21 Aug 2022
Domain Camera Adaptation and Collaborative Multiple Feature Clustering for Unsupervised Person Re-ID Yuanpeng Tu 27 1 0 18 Aug 2022
See Finer, See More: Implicit Modality Alignment for Text-based Person Retrieval Xiujun Shu Wei Wen Haoqian Wu Keyun Chen Yi-Zhe Song Ruizhi Qiao Bohan Ren Xiao Wang 27 92 0 18 Aug 2022
PoseTrans: A Simple Yet Effective Pose Transformation Augmentation for Human Pose Estimation Wentao Jiang Sheng Jin Wentao Liu Chao Qian Ping Luo Sishuo Liu ViT 32 24 0 16 Aug 2022
RenyiCL: Contrastive Representation Learning with Skew Renyi Divergence Kyungmin Lee Jinwoo Shin SSL DRL 36 10 0 12 Aug 2022
Shifted Windows Transformers for Medical Image Quality Assessment Caner Ozer Arda Güler A. Cansever D. Alis E. Karaarslan Ilkay Oksuz ViT MedIm 34 3 0 11 Aug 2022
A Feature-space Multimodal Data Augmentation Technique for Text-video Retrieval Alex Falcon G. Serra Oswald Lanz VGen 46 25 0 03 Aug 2022
Counterfactual Intervention Feature Transfer for Visible-Infrared Person Re-identification Xulin Li Yan Lu B. Liu Yating Liu Guojun Yin Qi Chu Jinyang Huang Feng Zhu Rui Zhao Nenghai Yu 19 29 0 01 Aug 2022
Time to augment self-supervised visual representation learning A. Aubret M. Ernst Céline Teulière Jochen Triesch 39 10 0 27 Jul 2022
MAR: Masked Autoencoders for Efficient Action Recognition Zhiwu Qing Shiwei Zhang Ziyuan Huang Xiang Wang Yuehuang Wang Yiliang Lv Changxin Gao Nong Sang 37 42 0 24 Jul 2022
Marior: Margin Removal and Iterative Content Rectification for Document Dewarping in the Wild Jiaxin Zhang Canjie Luo Lianwen Jin Fengjun Guo Kai Ding 39 23 0 23 Jul 2022