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"

50 / 2,509 papers shown

Title
Correlational Image Modeling for Self-Supervised Visual Pre-Training Wei Li Jiahao Xie Chen Change Loy SSL 51 10 0 22 Mar 2023
Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds Yanbiao Ma Licheng Jiao Fan Liu Maoji Wen Lingling Li Wenping Ma Shuyuan Yang Xu Liu Puhua Chen 48 5 0 22 Mar 2023
MAGVLT: Masked Generative Vision-and-Language Transformer Sungwoong Kim DaeJin Jo Donghoon Lee Jongmin Kim VLM 49 12 0 21 Mar 2023
Probabilistic Domain Adaptation for Biomedical Image Segmentation Anwai Archit Constantin Pape OOD 42 0 0 21 Mar 2023
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models Weijia Wu Yuzhong Zhao Mike Zheng Shou Hong Zhou Chunhua Shen 59 143 0 21 Mar 2023
ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization Jintao Guo Na Wang Lei Qi Yinghuan Shi 65 34 0 21 Mar 2023
Equiangular Basis Vectors Yang Shen Xuhao Sun Xiuying Wei 48 7 0 21 Mar 2023
EVA-02: A Visual Representation for Neon Genesis Yuxin Fang Quan-Sen Sun Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM ViT CLIP 68 269 0 20 Mar 2023
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning Ligong Han Yinxiao Li Han Zhang P. Milanfar Dimitris N. Metaxas Feng Yang DiffM 57 276 0 20 Mar 2023
Rethinking the backbone architecture for tiny object detection Jinlai Ning Haoyan Guan Michael W. Spratling ObjD 63 8 0 20 Mar 2023
SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage Song Park Sanghyuk Chun Byeongho Heo Wonjae Kim Sangdoo Yun VLM ViT 19 8 0 20 Mar 2023
Boosting Semi-Supervised Learning by Exploiting All Unlabeled Data Yuhao Chen X. Tan Borui Zhao Zhaowei Chen Renjie Song Jiajun Liang Xuequan Lu 51 32 0 20 Mar 2023
Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving Yinpeng Dong Cai Kang Jinlai Zhang Zijian Zhu Yikai Wang Xiaohu Yang Hang Su Xingxing Wei Jun Zhu 3DPC 50 93 0 20 Mar 2023
Semantic segmentation of surgical hyperspectral images under geometric domain shifts Jan Sellner Silvia Seidlitz Alexander Studier-Fischer Alessandro Motta Berkin Özdemir Beat Peter Müller-Stich Felix Nickel Lena Maier-Hein 27 7 0 20 Mar 2023
Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action Recognition Lilang Lin Jiahang Zhang Jiaying Liu 35 46 0 20 Mar 2023
Feature Alignment and Uniformity for Test Time Adaptation Shuai Wang Daoan Zhang Zipei Yan Jiang Zhang Ruizhen Li TTA OOD 43 44 0 20 Mar 2023
SIESTA: Efficient Online Continual Learning with Sleep Md Yousuf Harun Jhair Gallardo Tyler L. Hayes Ronald Kemker Christopher Kanan CLL 60 20 0 19 Mar 2023
Trainable Projected Gradient Method for Robust Fine-tuning Junjiao Tian Xiaoliang Dai Chih-Yao Ma Zecheng He Yen-Cheng Liu Z. Kira 72 32 0 19 Mar 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomalies Marcella Astrid M. Zaheer Seung-Ik Lee 37 17 0 19 Mar 2023
Spatial-Aware Token for Weakly Supervised Object Localization Ping Wu Wei Zhai Yang Cao Jiebo Luo Zhengjun Zha WSOL 49 9 0 18 Mar 2023
Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images Bouthaina Slika Fadi Dornaika H. Merdji K. Hammoudi ViT MedIm 31 0 0 18 Mar 2023
Sharpness-Aware Gradient Matching for Domain Generalization Pengfei Wang Zhaoxiang Zhang Zhen Lei Lei Zhang 24 86 0 18 Mar 2023
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond Thanh Tien Vu Baochen Sun Bodi Yuan Alex Ngai Yueqi Li Jan-Michael Frahm 40 1 0 18 Mar 2023
Revisiting Image Reconstruction for Semi-supervised Semantic Segmentation Yuhao Lin Hai-Ming Xu Lingqiao Liu Jinan Zou Javen Qinfeng Shi 37 2 0 17 Mar 2023
Bidirectional Domain Mixup for Domain Adaptive Semantic Segmentation Daehan Kim Min-seok Seo Kwanyong Park Inkyu Shin Sanghyun Woo In-So Kweon Dong-Geol Choi 50 13 0 17 Mar 2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners Weilai Xiang Hongyu Yang Di Huang Yunhong Wang DiffM 62 73 0 17 Mar 2023
Instance-Conditioned GAN Data Augmentation for Representation Learning Pietro Astolfi Arantxa Casanova Jakob Verbeek Pascal Vincent Adriana Romero Soriano M. Drozdzal 36 6 0 16 Mar 2023
Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement Fartash Faghri Hadi Pouransari Sachin Mehta Mehrdad Farajtabar Ali Farhadi Mohammad Rastegari Oncel Tuzel 48 9 0 15 Mar 2023
BiFormer: Vision Transformer with Bi-Level Routing Attention Lei Zhu Xinjiang Wang Zhanghan Ke Wayne Zhang Rynson W. H. Lau 136 500 0 15 Mar 2023
The Devil's Advocate: Shattering the Illusion of Unexploitable Data using Diffusion Models H. M. Dolatabadi S. Erfani C. Leckie DiffM 59 17 0 15 Mar 2023
MetaMixer: A Regularization Strategy for Online Knowledge Distillation Maorong Wang L. Xiao T. Yamasaki KELM MoE 32 1 0 14 Mar 2023
Sample-efficient Adversarial Imitation Learning Dahuin Jung Hyungyu Lee Sung-Hoon Yoon SSL 31 2 0 14 Mar 2023
DPPMask: Masked Image Modeling with Determinantal Point Processes Junde Xu Zikai Lin Donghao Zhou Yao-Cheng Yang Xiangyun Liao Bian Wu Guangyong Chen Pheng-Ann Heng 48 1 0 13 Mar 2023
CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention Wenxiao Wang Wei Chen Qibo Qiu Long Chen Boxi Wu Binbin Lin Xiaofei He Wei Liu 40 41 0 13 Mar 2023
One-Shot Segmentation of Novel White Matter Tracts via Extensive Data Augmentation Wan Liu Qi Lu Z. Zhuo Yaou Liu Chuyang Ye 40 7 0 13 Mar 2023
ODIN: On-demand Data Formulation to Mitigate Dataset Lock-in SP Choi Jihun Lee HyeongSeok Ahn Sanghee Jung Bumsoo Kang VLM 29 0 0 13 Mar 2023
PointPatchMix: Point Cloud Mixing with Patch Scoring Yi Wang Jiaze Wang Jinpeng Li Zixu Zhao Guangyong Chen Anfeng Liu Pheng-Ann Heng 3DPC 39 7 0 12 Mar 2023
Improving Masked Autoencoders by Learning Where to Mask Haijia Chen Wendong Zhang Yunbo Wang Xiaokang Yang SSL 20 20 0 12 Mar 2023
Adversarial Attacks and Defenses in Machine Learning-Powered Networks: A Contemporary Survey Yulong Wang Tong Sun Shenghong Li Xinnan Yuan W. Ni Ekram Hossain H. Vincent Poor AAML 41 18 0 11 Mar 2023
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting S. Graham Q. Vu Mostafa Jahanifar Martin Weigert Uwe Schmidt ... Tianyi Miao David R. J. Snead S. Raza F. Minhas Nasir M. Rajpoot 49 35 0 11 Mar 2023
Masked Image Modeling with Local Multi-Scale Reconstruction Haoqing Wang Yehui Tang Yunhe Wang Jianyuan Guo Zhiwei Deng Kai Han 64 46 0 09 Mar 2023
Toward Unsupervised Realistic Visual Question Answering Yuwei Zhang Chih-Hui Ho Nuno Vasconcelos CoGe 57 2 0 09 Mar 2023
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning Ziheng Qin Kaidi Wang Zangwei Zheng Jianyang Gu Xiang Peng ... Daquan Zhou Lei Shang Baigui Sun Xuansong Xie Yang You 130 47 0 08 Mar 2023
Semi-Supervised 2D Human Pose Estimation Driven by Position Inconsistency Pseudo Label Correction Module Linzhi Huang Yulong Li Hongbo Tian Yue Yang Xiangang Li Weihong Deng Jieping Ye 42 11 0 08 Mar 2023
CUDA: Convolution-based Unlearnable Datasets Vinu Sankar Sadasivan Mahdi Soltanolkotabi Soheil Feizi MU 34 25 0 07 Mar 2023
A Computer Vision Enabled damage detection model with improved YOLOv5 based on Transformer Prediction Head Anisha Roy Jayabrata Bhaduri 64 10 0 07 Mar 2023
FFT-based Dynamic Token Mixer for Vision Yuki Tatsunami Masato Taki 63 20 0 07 Mar 2023
A Challenging Benchmark for Low-Resource Learning Yudong Wang Chang Ma Qingxiu Dong Lingpeng Kong Jingjing Xu 64 3 0 07 Mar 2023
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks Jierun Chen Shiu-hong Kao Hao He Weipeng Zhuo Song Wen Chul-Ho Lee Shueng-Han Gary Chan OOD 48 799 0 07 Mar 2023
Masked Images Are Counterfactual Samples for Robust Fine-tuning Yao Xiao Ziyi Tang Pengxu Wei Cong Liu Liang Lin 64 16 0 06 Mar 2023