CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features

13 May 2019

Papers citing "CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features"

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Title
S $^2$ -MLPv2: Improved Spatial-Shift MLP Architecture for Vision Tan Yu Xu Li Yunfeng Cai Mingming Sun Ping Li 39 50 0 02 Aug 2021
Distributed Attention for Grounded Image Captioning Nenglun Chen Xingjia Pan Runnan Chen Lei Yang Zhiwen Lin Yuqiang Ren Haolei Yuan Xiaowei Guo Feiyue Huang Wenping Wang 27 21 0 02 Aug 2021
Robust Semantic Segmentation with Superpixel-Mix Gianni Franchi Nacim Belkhir Mai Lan Ha Yufei Hu Andrei Bursuc V. Blanz Angela Yao UQCV 40 22 0 02 Aug 2021
Shallow Feature Matters for Weakly Supervised Object Localization Junhang Wei Qin Wang Zhen Li Sheng Wang S.Kevin Zhou Shuguang Cui WSOL 31 89 0 02 Aug 2021
Style Curriculum Learning for Robust Medical Image Segmentation Zhendong Liu Van Manh Xin Yang Xiaoqiong Huang Karim Lekadir Víctor M. Campello Nishant Ravikumar Alejandro F Frangi Dong Ni OOD 23 17 0 01 Aug 2021
Missingness Augmentation: A General Approach for Improving Generative Imputation Models Yufeng Wang Dan Li Cong Xu Min Yang 30 4 0 31 Jul 2021
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention Wenxiao Wang Lulian Yao Long Chen Binbin Lin Deng Cai Xiaofei He Wei Liu 40 259 0 31 Jul 2021
Object-aware Contrastive Learning for Debiased Scene Representation Sangwoo Mo H. Kang Kihyuk Sohn Chun-Liang Li Jinwoo Shin SSL OCL 30 49 0 30 Jul 2021
Perceiver IO: A General Architecture for Structured Inputs & Outputs Andrew Jaegle Sebastian Borgeaud Jean-Baptiste Alayrac Carl Doersch Catalin Ionescu ... Olivier J. Hénaff M. Botvinick Andrew Zisserman Oriol Vinyals João Carreira MLLM VLM GNN 25 567 0 30 Jul 2021
DPT: Deformable Patch-based Transformer for Visual Recognition Zhiyang Chen Yousong Zhu Chaoyang Zhao Guosheng Hu Wei Zeng Jinqiao Wang Ming Tang ViT 16 99 0 30 Jul 2021
Rethinking and Improving Relative Position Encoding for Vision Transformer Kan Wu Houwen Peng Minghao Chen Jianlong Fu Hongyang Chao ViT 53 330 0 29 Jul 2021
Normalization Matters in Weakly Supervised Object Localization Jeesoo Kim Junsuk Choe Sangdoo Yun Nojun Kwak WSOL 34 33 0 28 Jul 2021
Using Synthetic Corruptions to Measure Robustness to Natural Distribution Shifts Alfred Laugros A. Caplier Matthieu Ospici 25 5 0 26 Jul 2021
Augmentation Pathways Network for Visual Recognition Yalong Bai Mohan Zhou Wei Zhang Bowen Zhou Tao Mei 36 3 0 26 Jul 2021
Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data Yu Fu Yanwei Fu Yu-Gang Jiang 19 60 0 26 Jul 2021
VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data D. Bashkirova Dan Hendrycks Donghyun Kim Samarth Mishra Kate Saenko Kuniaki Saito Piotr Teterwak Ben Usman OOD 27 19 0 23 Jul 2021
CycleMLP: A MLP-like Architecture for Dense Prediction Shoufa Chen Enze Xie Chongjian Ge Runjian Chen Ding Liang Ping Luo 33 231 0 21 Jul 2021
An overview of mixing augmentation methods and augmentation strategies Dominik Lewy Jacek Mańdziuk 33 61 0 21 Jul 2021
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation Li Gao Jing Zhang Lefei Zhang Dacheng Tao 32 85 0 20 Jul 2021
Feature Mining: A Novel Training Strategy for Convolutional Neural Network Tianshu Xie Xuan Cheng Xiaomin Wang Minghui Liu Jiali Deng Ming Liu 39 5 0 18 Jul 2021
CutDepth:Edge-aware Data Augmentation in Depth Estimation Yasunori Ishii Takayoshi Yamashita MDE 17 26 0 16 Jul 2021
COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing Di You Jian Zhang Jingfen Xie Bin Chen Siwei Ma 47 100 0 15 Jul 2021
Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training Fangyuan Zhang Tianxiang Pan Bin Wang 39 54 0 11 Jul 2021
Kernel Mean Estimation by Marginalized Corrupted Distributions Xiaobo Xia Shuo Shan Biwei Huang Nannan Wang Fei Gao Haikun Wei Tongliang Liu 9 0 0 10 Jul 2021
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation Minhan Kim Shahroz Tariq Simon S. Woo CLL 37 49 0 06 Jul 2021
MixStyle Neural Networks for Domain Generalization and Adaptation Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD TTA 31 76 0 05 Jul 2021
Scene-aware Learning Network for Radar Object Detection Zangwei Zheng Xiangyu Yue Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 45 8 0 03 Jul 2021
Isotonic Data Augmentation for Knowledge Distillation Wanyun Cui Sen Yan 36 7 0 03 Jul 2021
NTIRE 2021 Multi-modal Aerial View Object Classification Challenge Jerrick Liu Nathan Inkawhich Oliver A. Nina Radu Timofte Sahil Jain ... Zihe Zheng Xu Yifei Lehan Yang Kele Xu Mingtao Feng 21 37 0 02 Jul 2021
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows Xiaoyi Dong Jianmin Bao Dongdong Chen Weiming Zhang Nenghai Yu Lu Yuan Dong Chen B. Guo ViT 54 960 0 01 Jul 2021
AutoFormer: Searching Transformers for Visual Recognition Minghao Chen Houwen Peng Jianlong Fu Haibin Ling ViT 58 259 0 01 Jul 2021
FedMix: Approximation of Mixup under Mean Augmented Federated Learning Tehrim Yoon Sumin Shin Sung Ju Hwang Eunho Yang FedML 38 166 0 01 Jul 2021
Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularization Marin Scalbert Maria Vakalopoulou Florent Couzinié-Devy 22 19 0 30 Jun 2021
Augmented Shortcuts for Vision Transformers Yehui Tang Kai Han Chang Xu An Xiao Yiping Deng Chao Xu Yunhe Wang ViT 21 39 0 30 Jun 2021
Exploring Localization for Self-supervised Fine-grained Contrastive Learning Di Wu Siyuan Li Z. Zang Stan Z. Li SSL 42 9 0 30 Jun 2021
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation Arthur Douillard Yifu Chen Arnaud Dapogny Matthieu Cord CLL 30 21 0 29 Jun 2021
Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation Chaithanya Kumar Mummadi Robin Hutmacher K. Rambach Evgeny Levinkov Thomas Brox J. H. Metzen TTA OOD 35 70 0 28 Jun 2021
Rethinking Token-Mixing MLP for MLP-based Vision Backbone Tan Yu Xu Li Yunfeng Cai Mingming Sun Ping Li 45 26 0 28 Jun 2021
Early Convolutions Help Transformers See Better Tete Xiao Mannat Singh Eric Mintun Trevor Darrell Piotr Dollár Ross B. Girshick 20 755 0 28 Jun 2021
Can An Image Classifier Suffice For Action Recognition? Quanfu Fan Chun-Fu Chen Chen Yikang Shen ViT 38 33 0 26 Jun 2021
Multi-stage Optimization based Adversarial Training Xiaosen Wang Chuanbiao Song Liwei Wang Kun He AAML 22 5 0 26 Jun 2021
Midpoint Regularization: from High Uncertainty Training to Conservative Classification Hongyu Guo 23 3 0 26 Jun 2021
SITTA: Single Image Texture Translation for Data Augmentation Boyi Li Huayu Chen Nayeon Lee Serge Belongie 16 3 0 25 Jun 2021
VOLO: Vision Outlooker for Visual Recognition Li-xin Yuan Qibin Hou Zihang Jiang Jiashi Feng Shuicheng Yan ViT 54 315 0 24 Jun 2021
Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition Qibin Hou Zihang Jiang Li-xin Yuan Mingg-Ming Cheng Shuicheng Yan Jiashi Feng ViT MLLM 24 205 0 23 Jun 2021
Well-tuned Simple Nets Excel on Tabular Datasets Arlind Kadra Marius Lindauer Frank Hutter Josif Grabocka 23 186 0 21 Jun 2021
SODA10M: A Large-Scale 2D Self/Semi-Supervised Object Detection Dataset for Autonomous Driving Jianhua Han Xiwen Liang Hang Xu Kai Chen Lanqing Hong ... Chao Ye Wei Zhang Zhenguo Li Xi Liang Chunjing Xu 16 77 0 21 Jun 2021
Self-Supervised Tracking via Target-Aware Data Synthesis Xin Li Wenjie Pei Zikun Zhou Zhenyu He Huchuan Lu Ming-Hsuan Yang 27 19 0 21 Jun 2021
Adversarial Examples Make Strong Poisons Liam H. Fowl Micah Goldblum Ping Yeh-Chiang Jonas Geiping Wojtek Czaja Tom Goldstein SILM 37 132 0 21 Jun 2021
Solution for Large-scale Long-tailed Recognition with Noisy Labels Yuqiao Xian Jiafan Zhuang Fufu Yu 22 1 0 20 Jun 2021