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
FYI: Flip Your Images for Dataset Distillation Byunggwan Son Youngmin Oh Donghyeon Baek Bumsub Ham DD 41 3 0 11 Jul 2024
SUMix: Mixup with Semantic and Uncertain Information Huafeng Qin Xin Jin Hongyu Zhu Hongchao Liao M. El-Yacoubi Xinbo Gao UQCV 37 6 0 10 Jul 2024
TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data Siyi Du Shaoming Zheng Yinsong Wang Wenjia Bai D. O’Regan Chen Qin LMTD 36 4 0 10 Jul 2024
Improving the Transferability of Adversarial Examples by Feature Augmentation Donghua Wang Wen Yao Tingsong Jiang Xiaohu Zheng Junqi Wu Xiaoqian Chen AAML 53 0 0 09 Jul 2024
CTRL-F: Pairing Convolution with Transformer for Image Classification via Multi-Level Feature Cross-Attention and Representation Learning Fusion Hosam S. El-Assiouti Hadeer El-Saadawy M. Al-Berry M. Tolba ViT 52 0 0 09 Jul 2024
AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review Rui Jin Derun Li Dehui Xiang Lei Zhang Hailing Zhou Fei Shi Weifang Zhu Jing Cai Tao Peng Xinjian Chen 44 0 0 09 Jul 2024
C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition Rongchang Li Zhenhua Feng Tianyang Xu Linze Li Xiao-Jun Wu Muhammad Awais Sara Atito Josef Kittler CoGe 60 5 0 08 Jul 2024
Leveraging Transformers for Weakly Supervised Object Localization in Unconstrained Videos Shakeeb Murtaza M. Pedersoli Aydin Sarraf Eric Granger WSOL 43 0 0 08 Jul 2024
Wavelet Convolutions for Large Receptive Fields Shahaf E. Finder Roy Amoyal Eran Treister Oren Freifeld ViT MDE 41 53 0 08 Jul 2024
Self-Paced Sample Selection for Barely-Supervised Medical Image Segmentation Junming Su Zhiqiang Shen Peng Cao Jinzhu Yang Osmar R. Zaiane 23 1 0 07 Jul 2024
CBM: Curriculum by Masking Andrei Jarca Florinel-Alin Croitoru Radu Tudor Ionescu 40 0 0 06 Jul 2024
Enhanced Long-Tailed Recognition with Contrastive CutMix Augmentation Haolin Pan Yong Guo Mianjie Yu Jian Chen 57 1 0 06 Jul 2024
Isomorphic Pruning for Vision Models Gongfan Fang Xinyin Ma Michael Bi Mi Xinchao Wang VLM ViT 42 6 0 05 Jul 2024
Few-Shot Keyword Spotting from Mixed Speech Junming Yuan Ying Shi Lantian Li D. Wang A. Hamdulla 48 0 0 05 Jul 2024
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier Prantik Howlader Srijan Das Hieu M. Le Dimitris Samaras 49 5 0 04 Jul 2024
DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality Assessment Jinsong Shi Pan Gao Xiaojiang Peng Jie Qin 38 1 0 04 Jul 2024
Advanced Smart City Monitoring: Real-Time Identification of Indian Citizen Attributes Shubham Kale Shashank Sharma Abhilash Khuntia 20 0 0 03 Jul 2024
A Pairwise DomMix Attentive Adversarial Network for Unsupervised Domain Adaptive Object Detection Jie Shao Jiacheng Wu Wenzhong Shen Cheng Yang 46 0 0 03 Jul 2024
Semantic Compositions Enhance Vision-Language Contrastive Learning Maxwell Mbabilla Aladago Lorenzo Torresani Soroush Vosoughi CoGe VLM CLIP 41 0 0 01 Jul 2024
Learning Unsupervised Gaze Representation via Eye Mask Driven Information Bottleneck Yangzhou Jiang Yinxin Lin Yaoming Wang Teng Li Bilian Ke Bingbing Ni CVBM 40 1 0 29 Jun 2024
Extract More from Less: Efficient Fine-Grained Visual Recognition in Low-Data Regimes Dmitry Demidov Abduragim Shtanchaev M. Mihaylov Mohammad Almansoori 97 0 0 28 Jun 2024
AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation Guanghao Zhu Jing Zhang Juanxiu Liu Xiaohui Du Ruqian Hao Yong Liu Lin Liu 34 0 0 28 Jun 2024
Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion Quanmin Liang Zhilin Huang Xiawu Zheng Feidiao Yang Jun Peng Kai Huang Yonghong Tian 46 1 0 28 Jun 2024
BackMix: Mitigating Shortcut Learning in Echocardiography with Minimal Supervision Kit M. Bransby A. Beqiri Woo-Jin Cho Kim Jorge Oliveira A. Chartsias Alberto Gomez 46 1 0 27 Jun 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery Jian Song Hongruixuan Chen Weihao Xuan Junshi Xia Naoto Yokoya 37 4 0 26 Jun 2024
Entity Augmentation for Efficient Classification of Vertically Partitioned Data with Limited Overlap Avi Amalanshu ⋆⋆ Viswesh Nagaswamy G.V.S.S. Prudhvi Yash Sirvi Debashish Chakravarty FedML 29 0 0 25 Jun 2024
MedMNIST-C: Comprehensive benchmark and improved classifier robustness by simulating realistic image corruptions Francesco Di Salvo Sebastian Doerrich Christian Ledig OOD 24 2 0 25 Jun 2024
Semantic Deep Hiding for Robust Unlearnable Examples Ruohan Meng Chenyu Yi Yi Yu Siyuan Yang Bingquan Shen Alex C. Kot 49 5 0 25 Jun 2024
Scalp Diagnostic System With Label-Free Segmentation and Training-Free Image Translation Youngmin Kim Saejin Kim Hoyeon Moon Youngjae Yu Junhyug Noh MedIm 32 0 0 25 Jun 2024
DataFreeShield: Defending Adversarial Attacks without Training Data Hyeyoon Lee Kanghyun Choi Dain Kwon Sunjong Park Mayoore S. Jaiswal Noseong Park Jonghyun Choi Jinho Lee 36 0 0 21 Jun 2024
ECLIPSE: Expunging Clean-label Indiscriminate Poisons via Sparse Diffusion Purification Xianlong Wang Shengshan Hu Yechao Zhang Ziqi Zhou Leo Yu Zhang Peng Xu Wei Wan Hai Jin AAML 39 3 0 21 Jun 2024
PoseBench: Benchmarking the Robustness of Pose Estimation Models under Corruptions Sihan Ma Jing Zhang Qiong Cao Dacheng Tao 32 2 0 20 Jun 2024
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation Eyal Michaeli Ohad Fried 62 1 0 20 Jun 2024
ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk across Tasks for Few-scribble based Cardiac Segmentation Ke Zhang Vishal M. Patel 41 2 0 19 Jun 2024
Hierarchical Associative Memory, Parallelized MLP-Mixer, and Symmetry Breaking Ryo Karakida Toshihiro Ota Masato Taki 35 2 0 18 Jun 2024
Semi-Supervised Domain Adaptation Using Target-Oriented Domain Augmentation for 3D Object Detection Yecheol Kim Junho Lee Changsoo Park Hyoung-Won Kim Inho Lim Christopher Chang Jun Won Choi 3DPC 28 1 0 17 Jun 2024
Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning Tian Liu Huixin Zhang Shubham Parashar Shu Kong 29 2 0 17 Jun 2024
Physics-Informed Deep Learning and Partial Transfer Learning for Bearing Fault Diagnosis in the Presence of Highly Missing Data Mohammadreza Kavianpour Parisa Kavianpour Amin Ramezani AI4CE 30 1 0 16 Jun 2024
First-Order Manifold Data Augmentation for Regression Learning Ilya Kaufman Omri Azencot 33 3 0 16 Jun 2024
Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification Tianyunxi Wei Yijin Huang Li Lin Pujin Cheng Sirui Li Xiaoying Tang 45 1 0 16 Jun 2024
Beyond the Visible: Jointly Attending to Spectral and Spatial Dimensions with HSI-Diffusion for the FINCH Spacecraft Ian Vyse Rishit Dagli Dav Vrat Chadha John P. Ma Hector Chen ... Iliya Shofman Coby Silayan Reid Sox-Harris Shuhan Zheng Khang Nguyen 44 0 0 15 Jun 2024
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities Roman Bachmann Oğuzhan Fatih Kar David Mizrahi Ali Garjani Mingfei Gao David Griffiths Jiaming Hu Afshin Dehghan Amir Zamir MoE VLM MLLM 41 14 0 13 Jun 2024
Assessing Model Generalization in Vicinity Yuchi Liu Yifan Sun Jingdong Wang Liang Zheng AAML 33 0 0 13 Jun 2024
Enhanced Object Detection: A Study on Vast Vocabulary Object Detection Track for V3Det Challenge 2024 Peixi Wu Bosong Chai Xuan Nie Longquan Yan Zeyu Wang Qifan Zhou Boning Wang Yansong Peng Hebei Li ObjD 31 1 0 13 Jun 2024
Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation Lincan Cai Shuang Li Wenxuan Ma Jingxuan Kang Binhui Xie Zixun Sun Chengwei Zhu MoE MoMe 42 0 0 13 Jun 2024
Fusion of regional and sparse attention in Vision Transformers Nabil Ibtehaz Ning Yan Masood S. Mortazavi Daisuke Kihara ViT 34 0 0 13 Jun 2024
Dataset Enhancement with Instance-Level Augmentations Orest Kupyn Christian Rupprecht 48 9 0 12 Jun 2024
KernelWarehouse: Rethinking the Design of Dynamic Convolution Chao Li Anbang Yao 37 3 0 12 Jun 2024
Back to the Color: Learning Depth to Specific Color Transformation for Unsupervised Depth Estimation Yufan Zhu Chongzhi Ran Mingtao Feng Fangfang Wu Le Dong Weisheng Dong Antonio M. López G. Shi MDE 55 0 0 11 Jun 2024
Data Augmentation for Multivariate Time Series Classification: An Experimental Study Romain Ilbert Thai V. Hoang Zonghua Zhang 38 0 0 10 Jun 2024