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
Dataset Distillation in Latent Space Yuxuan Duan Jianfu Zhang Liqing Zhang DD 49 6 0 27 Nov 2023
SpliceMix: A Cross-scale and Semantic Blending Augmentation Strategy for Multi-label Image Classification Lei Wang Yibing Zhan Leilei Ma Dapeng Tao Liang Ding Chen Gong 39 1 0 26 Nov 2023
Advancing Vision Transformers with Group-Mix Attention Chongjian Ge Xiaohan Ding Zhan Tong Li Yuan Jiangliu Wang Yibing Song Ping Luo 112 16 0 26 Nov 2023
RandMSAugment: A Mixed-Sample Augmentation for Limited-Data Scenarios Swarna Kamlam Ravindran Carlo Tomasi 39 0 0 25 Nov 2023
Occlusion Sensitivity Analysis with Augmentation Subspace Perturbation in Deep Feature Space Pedro Valois Koichiro Niinuma Kazuhiro Fukui AAML 32 4 0 25 Nov 2023
Maximizing Discrimination Capability of Knowledge Distillation with Energy Function Seonghak Kim Gyeongdo Ham Suin Lee Donggon Jang Daeshik Kim 39 4 0 24 Nov 2023
Robustness-Reinforced Knowledge Distillation with Correlation Distance and Network Pruning Seonghak Kim Gyeongdo Ham Yucheol Cho Daeshik Kim 35 3 0 23 Nov 2023
DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery Wanli Ma Oktay Karakuş Paul L. Rosin 31 1 0 22 Nov 2023
Input Compression with Positional Consistency for Efficient Training and Inference of Transformer Neural Networks Amrit Nagarajan Anand Raghunathan VLM ViT 31 0 0 22 Nov 2023
NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation Hao Dong Gaëtan Frusque Yue Zhao Eleni Chatzi Olga Fink AAML 44 5 0 20 Nov 2023
Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection Lei Fan Yiwen Ding Dongdong Fan Yong Wu Maurice Pagnucco Yang Song 39 5 0 20 Nov 2023
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation Qingjie Zeng Yutong Xie Zilin Lu Mengkang Lu Yicheng Wu Yong-quan Xia 50 3 0 20 Nov 2023
Geometric Data Augmentations to Mitigate Distribution Shifts in Pollen Classification from Microscopic Images Nam Cao O. Saukh 34 2 0 18 Nov 2023
MSE-Nets: Multi-annotated Semi-supervised Ensemble Networks for Improving Segmentation of Medical Image with Ambiguous Boundaries Shuai Wang Tengjin Weng Jingyi Wang Yang Shen Zhidong Zhao Yixiu Liu Pengfei Jiao Zhiming Cheng Yaqi Wang 29 0 0 17 Nov 2023
Leveraging Activation Maximization and Generative Adversarial Training to Recognize and Explain Patterns in Natural Areas in Satellite Imagery Ahmed Emam Timo T. Stomberg R. Roscher 45 2 0 15 Nov 2023
Data Augmentations in Deep Weight Spaces Aviv Shamsian David W. Zhang Aviv Navon Yan Zhang Miltiadis Kofinas ... E. Gavves Cees G. M. Snoek Ethan Fetaya Gal Chechik Haggai Maron 44 1 0 15 Nov 2023
Anchor Data Augmentation Nora Schneider Shirin Goshtasbpour Fernando Pérez-Cruz 29 6 0 12 Nov 2023
Learning Human Action Recognition Representations Without Real Humans Howard Zhong Samarth Mishra Donghyun Kim SouYoung Jin Yikang Shen Hildegard Kuehne Leonid Karlinsky Venkatesh Saligrama Aude Oliva Rogerio Feris 29 3 0 10 Nov 2023
Learning-Based Biharmonic Augmentation for Point Cloud Classification Jiacheng Wei Guosheng Lin Henghui Ding Jie Hu Kim-Hui Yap 3DPC 34 0 0 10 Nov 2023
Learning Contrastive Self-Distillation for Ultra-Fine-Grained Visual Categorization Targeting Limited Samples Ziye Fang Xin Jiang Hao Tang Zechao Li 30 13 0 10 Nov 2023
Window Attention is Bugged: How not to Interpolate Position Embeddings Daniel Bolya Chaitanya K. Ryali Judy Hoffman Christoph Feichtenhofer 48 10 0 09 Nov 2023
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples Shashanka Venkataramanan Ewa Kijak Laurent Amsaleg Yannis Avrithis 33 4 0 09 Nov 2023
A Coefficient Makes SVRG Effective Yida Yin Zhiqiu Xu Zhiyuan Li Trevor Darrell Zhuang Liu 44 1 0 09 Nov 2023
Asymmetric Masked Distillation for Pre-Training Small Foundation Models Zhiyu Zhao Bingkun Huang Sen Xing Gangshan Wu Yu Qiao Limin Wang 47 5 0 06 Nov 2023
AdaFlood: Adaptive Flood Regularization Wonho Bae Yi Ren Mohamad Osama Ahmed Frederick Tung Danica J. Sutherland Gabriel L. Oliveira AI4CE 45 1 0 06 Nov 2023
Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization Prathmesh Bele Valay Bundele Avigyan Bhattacharya Ankit Jha Gemma Roig Biplab Banerjee 13 5 0 05 Nov 2023
Comparative Knowledge Distillation Alex Wilf Alex Tianyi Xu Paul Pu Liang A. Obolenskiy Daniel Fried Louis-Philippe Morency VLM 30 1 0 03 Nov 2023
Data-Centric Long-Tailed Image Recognition Yanbiao Ma Licheng Jiao Fang Liu Shuyuan Yang Xu Liu Puhua Chen 55 1 0 03 Nov 2023
Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly Qizhang Li Yiwen Guo Wangmeng Zuo Hao Chen ELM AAML 62 3 0 02 Nov 2023
DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning Wenxuan Bao Francesco Pittaluga Vijay Kumar Vincent Bindschaedler 31 9 0 02 Nov 2023
Tailoring Mixup to Data for Calibration Quentin Bouniot Pavlo Mozharovskyi Florence dÁlché-Buc 61 1 0 02 Nov 2023
Balance, Imbalance, and Rebalance: Understanding Robust Overfitting from a Minimax Game Perspective Yifei Wang Liangchen Li Jiansheng Yang Zhouchen Lin Yisen Wang 36 11 0 30 Oct 2023
Fast Trainable Projection for Robust Fine-Tuning Junjiao Tian Yen-Cheng Liu James Seale Smith Z. Kira OOD 46 11 0 29 Oct 2023
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping Srikumar Sastry Subash Khanal Aayush Dhakal Di Huang Nathan Jacobs 44 9 0 29 Oct 2023
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models Shentong Mo Zhun Sun Chao Li 14 2 0 28 Oct 2023
Switching Temporary Teachers for Semi-Supervised Semantic Segmentation Jaemin Na Jung-Woo Ha HyungJin Chang Dongyoon Han Wonjun Hwang 48 29 0 28 Oct 2023
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness Soumyendu Sarkar Ashwin Ramesh Babu Sajad Mousavi Zachariah Carmichael Vineet Gundecha Sahand Ghorbanpour Ricardo Luna Antonio Guillen-Perez Avisek Naug AAML DiffM 61 3 0 28 Oct 2023
Learning to recognize occluded and small objects with partial inputs H. Zunair A. Ben Hamza 33 1 0 27 Oct 2023
How Re-sampling Helps for Long-Tail Learning? Jiang-Xin Shi Tong Wei Yuke Xiang Yu-Feng Li 40 21 0 27 Oct 2023
PubDef: Defending Against Transfer Attacks From Public Models Chawin Sitawarin Jaewon Chang David Huang Wesson Altoyan David Wagner AAML 44 6 0 26 Oct 2023
AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors You-Ming Chang Chen Yeh Wei-Chen Chiu Ning Yu VPVLM VLM 83 23 0 26 Oct 2023
Gramian Attention Heads are Strong yet Efficient Vision Learners Jongbin Ryu Dongyoon Han J. Lim 43 1 0 25 Oct 2023
Deepfake Detection: Leveraging the Power of 2D and 3D CNN Ensembles Aagam Bakliwal Amit D. Joshi 24 1 0 25 Oct 2023
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge G. Holste Yiliang Zhou Song Wang Ajay Jaiswal Mingquan Lin ... Zhiyong Lu Ronald M. Summers George Shih Zhangyang Wang Yifan Peng 31 13 0 24 Oct 2023
Nighttime Thermal Infrared Image Colorization with Feedback-based Object Appearance Learning Fuya Luo Shu Liu Yijun Cao Kai-Fu Yang Chang-Yong Xie Yong Liu Yongjie Li 40 3 0 24 Oct 2023
Segue: Side-information Guided Generative Unlearnable Examples for Facial Privacy Protection in Real World Zhiling Zhang Jie Zhang Kui Zhang Wenbo Zhou Weiming Zhang Neng H. Yu 32 1 0 24 Oct 2023
Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation Y. Huang Wanqing Xie Mingzhen Li Mingmei Cheng Jinzhou Wu Weixiao Wang Jane You Xiaofeng Liu FedML 36 3 0 23 Oct 2023
Online Detection of AI-Generated Images David C. Epstein Ishan Jain Oliver Wang Richard Y. Zhang 37 53 0 23 Oct 2023
S3Aug: Segmentation, Sampling, and Shift for Action Recognition Taiki Sugiura Toru Tamaki AI4TS 33 2 0 23 Oct 2023
ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation Zihang Xu Haifan Gong Xiang Wan Haofeng Li 42 9 0 22 Oct 2023