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
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding Zizhao Zhang Han Zhang Long Zhao Ting Chen Sercan Ö. Arik Tomas Pfister ViT 25 169 0 26 May 2021
Bridging the Gap Between Explainable AI and Uncertainty Quantification to Enhance Trustability Dominik Seuss 22 15 0 25 May 2021
A Fourier-based Framework for Domain Generalization Qinwei Xu Ruipeng Zhang Ya Zhang Yanfeng Wang Qi Tian OOD 26 424 0 24 May 2021
PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training Luke Melas-Kyriazi Arjun K. Manrai 22 117 0 17 May 2021
Itsy Bitsy SpiderNet: Fully Connected Residual Network for Fraud Detection S. Afanasiev A. Smirnova D. Kotereva 25 2 0 17 May 2021
Temporal Prediction and Evaluation of Brassica Growth in the Field using Conditional Generative Adversarial Networks L. Drees L. Junker-Frohn Jana Kierdorf R. Roscher 27 35 0 17 May 2021
Rethinking "Batch" in BatchNorm Yuxin Wu Justin Johnson BDL 43 66 0 17 May 2021
BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images Yu Shen Sijie Zhu Taojiannan Yang Cen Chen D. Pan Jianyu Chen Liang Xiao Q. Du 33 68 0 16 May 2021
Global Wheat Challenge 2020: Analysis of the competition design and winning models Etienne David F. Ogidi Wei Guo F. Baret Ian Stavness 32 8 0 13 May 2021
When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks Jiahang Wang Sheng Jin Wentao Liu Weizhong Liu Chao Qian Ping Luo AAML 11 56 0 13 May 2021
Research on Mosaic Image Data Enhancement for Overlapping Ship Targets Guangmiao Zeng Wan-Neng Yu Rongjie Wang Anhui Lin 18 13 0 11 May 2021
Conformer: Local Features Coupling Global Representations for Visual Recognition Zhiliang Peng Wei Huang Shanzhi Gu Lingxi Xie Yaowei Wang Jianbin Jiao QiXiang Ye ViT 21 528 0 09 May 2021
Improving Robustness for Pose Estimation via Stable Heatmap Regression Yumeng Zhang Li Chen Yufeng Liu Xiaoyan Guo Wen Zheng Junhai Yong 21 4 0 08 May 2021
ResMLP: Feedforward networks for image classification with data-efficient training Hugo Touvron Piotr Bojanowski Mathilde Caron Matthieu Cord Alaaeldin El-Nouby ... Gautier Izacard Armand Joulin Gabriel Synnaeve Jakob Verbeek Hervé Jégou VLM 36 656 0 07 May 2021
Exploring Instance Relations for Unsupervised Feature Embedding Yifei Zhang Yu Zhou Weiping Wang 33 6 0 07 May 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 44 801 0 07 May 2021
Learning to Perturb Word Embeddings for Out-of-distribution QA Seanie Lee Minki Kang Juho Lee Sung Ju Hwang OOD 16 17 0 06 May 2021
VideoLT: Large-scale Long-tailed Video Recognition Xing Zhang Zuxuan Wu Zejia Weng Huazhu Fu Jingjing Chen Yu-Gang Jiang Larry S. Davis 38 41 0 06 May 2021
Unsupervised Visual Representation Learning by Tracking Patches in Video Guangting Wang Yizhou Zhou Chong Luo Wenxuan Xie Wenjun Zeng Zhiwei Xiong SSL 35 24 0 06 May 2021
OpTorch: Optimized deep learning architectures for resource limited environments Salman Ahmed Hammad Naveed 22 0 0 03 May 2021
Deep Learning Based Steel Pipe Weld Defect Detection Dingming Yang Yanrong Cui Zeyu Yu Hongqiang Yuan MedIm AI4CE 42 84 0 30 Apr 2021
MinMaxCAM: Improving object coverage for CAM-basedWeakly Supervised Object Localization Kaili Wang José Oramas Tinne Tuytelaars WSOL 11 6 0 29 Apr 2021
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples Mahmoud Assran Mathilde Caron Ishan Misra Piotr Bojanowski Armand Joulin Nicolas Ballas Michael G. Rabbat SSL 29 147 0 28 Apr 2021
PAFNet: An Efficient Anchor-Free Object Detector Guidance Ying Xin Guanzhong Wang Mingyuan Mao Yuan Feng Qingqing Dang Yanjun Ma Errui Ding Shumin Han ObjD 27 9 0 28 Apr 2021
Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank Inigo Alonso Alberto Sabater David Ferstl Luis Montesano Ana C. Murillo SSL CLL 131 203 0 27 Apr 2021
Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification Yixiao Ge Xiao Zhang Ching Lam Choi Ka Chun Cheung Peipei Zhao Feng Zhu Xiaogang Wang Rui Zhao Hongsheng Li FedML UQCV 140 25 0 27 Apr 2021
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation Simon Reiß C. Seibold Alexander Freytag E. Rodner Rainer Stiefelhagen 91 61 0 27 Apr 2021
Vision Transformers with Patch Diversification Chengyue Gong Dilin Wang Meng Li Vikas Chandra Qiang Liu ViT 45 62 0 26 Apr 2021
Visformer: The Vision-friendly Transformer Zhengsu Chen Lingxi Xie Jianwei Niu Xuefeng Liu Longhui Wei Qi Tian ViT 120 209 0 26 Apr 2021
RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition Jun Chen Aniket Agarwal Sherif Abdelkarim Deyao Zhu Mohamed Elhoseiny ViT 96 16 0 24 Apr 2021
DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised Data Shahin Amiriparian Tobias Hübner Maurice Gerczuk Sandra Ottl Björn W. Schuller 23 3 0 23 Apr 2021
DeepMix: Online Auto Data Augmentation for Robust Visual Object Tracking Ziyi Cheng Xuhong Ren Felix Juefei Xu Wanli Xue Qing Guo Lei Ma Jianjun Zhao 33 7 0 23 Apr 2021
Multiscale Vision Transformers Haoqi Fan Bo Xiong K. Mangalam Yanghao Li Zhicheng Yan Jitendra Malik Christoph Feichtenhofer ViT 63 1,224 0 22 Apr 2021
SoT: Delving Deeper into Classification Head for Transformer Jiangtao Xie Rui Zeng Qilong Wang Ziqi Zhou P. Li ViT 34 12 0 22 Apr 2021
All Tokens Matter: Token Labeling for Training Better Vision Transformers Zihang Jiang Qibin Hou Li-xin Yuan Daquan Zhou Yujun Shi Xiaojie Jin Anran Wang Jiashi Feng ViT 27 203 0 22 Apr 2021
Exploring 2D Data Augmentation for 3D Monocular Object Detection K. Santhakumar B. R. Kiran T. Gauthier Nit Tiruchirappalli Sastra University S. Yogamani 3DPC 29 7 0 21 Apr 2021
Towards Corruption-Agnostic Robust Domain Adaptation Yifan Xu Kekai Sheng Weiming Dong Baoyuan Wu Changsheng Xu Bao-Gang Hu 50 8 0 21 Apr 2021
Differentiable Model Compression via Pseudo Quantization Noise Alexandre Défossez Yossi Adi Gabriel Synnaeve DiffM MQ 18 47 0 20 Apr 2021
Does enhanced shape bias improve neural network robustness to common corruptions? Chaithanya Kumar Mummadi Ranjitha Subramaniam Robin Hutmacher Julien Vitay Volker Fischer J. H. Metzen 23 40 0 20 Apr 2021
Epsilon Consistent Mixup: Structural Regularization with an Adaptive Consistency-Interpolation Tradeoff Vincent Pisztora Yanglan Ou Xiaolei Huang Francesca Chiaromonte Jia Li 40 1 0 19 Apr 2021
Vision Transformer Pruning Mingjian Zhu Yehui Tang Kai Han ViT 19 90 0 17 Apr 2021
Weakly Supervised Object Localization and Detection: A Survey Dingwen Zhang Junwei Han Gong Cheng Ming-Hsuan Yang WSOD 30 270 0 16 Apr 2021
Contrastive Learning with Stronger Augmentations Tianlin Li Guo-Jun Qi CLL 22 220 0 15 Apr 2021
Co-Scale Conv-Attentional Image Transformers Weijian Xu Yifan Xu Tyler A. Chang Zhuowen Tu ViT 33 374 0 13 Apr 2021
Escaping the Big Data Paradigm with Compact Transformers Ali Hassani Steven Walton Nikhil Shah Abulikemu Abuduweili Jiachen Li Humphrey Shi 74 462 0 12 Apr 2021
Research on Optimization Method of Multi-scale Fish Target Fast Detection Network Yang Liu Shengmao Zhang Fei-Yue Wang Wei Fan Guohua Zou Jing Bo ObjD 24 0 0 11 Apr 2021
Fine-Grained Attention for Weakly Supervised Object Localization Junghyo Sohn Eunjin Jeon Wonsik Jung Eunsong Kang Heung-Il Suk WSOL 23 3 0 11 Apr 2021
Direct Differentiable Augmentation Search Aoming Liu Zehao Huang Zhiwu Huang Naiyan Wang 33 33 0 09 Apr 2021
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization Chun-Liang Li Kihyuk Sohn Jinsung Yoon Tomas Pfister SSL UQCV 29 756 0 08 Apr 2021
InAugment: Improving Classifiers via Internal Augmentation Moab Arar Ariel Shamir Amit H. Bermano 19 2 0 08 Apr 2021