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 / 2,505 papers shown

Title
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic Segmentation Tao Chen Yazhou Yao Jinhui Tang 33 30 0 09 May 2023
LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization Peng Lu Ahmad Rashid I. Kobyzev Mehdi Rezagholizadeh Philippe Langlais 18 0 0 08 May 2023
SynthMix: Mixing up Aligned Synthesis for Medical Cross-Modality Domain Adaptation Xinwen Zhang Chaoyi Zhang Dongnan Liu Qianbi Yu Weidong (Tom) Cai MedIm 62 0 0 07 May 2023
Leaf Cultivar Identification via Prototype-enhanced Learning Yiyi Zhang Zhiwen Ying Yingying Zheng Cui-ping Wu Nan Li Jun Wang Xianzhong Feng Xiaogang Xu 27 0 0 05 May 2023
LatentAugment: Dynamically Optimized Latent Probabilities of Data Augmentation K. Kuriyama 39 1 0 04 May 2023
Stimulative Training++: Go Beyond The Performance Limits of Residual Networks XinYu Piao Tong He DoangJoo Synn Baopu Li Tao Chen Lei Bai Jong-Kook Kim 66 4 0 04 May 2023
Dynamic Sparse Training with Structured Sparsity Mike Lasby A. Golubeva Utku Evci Mihai Nica Yani Andrew Ioannou 65 19 0 03 May 2023
Semi-Supervised Segmentation of Functional Tissue Units at the Cellular Level V. Sydorskyi Igor Krashenyi Denis Savka Oleksandr Zarichkovyi 27 1 0 03 May 2023
SeqAug: Sequential Feature Resampling as a modality agnostic augmentation method Efthymios Georgiou Alexandros Potamianos 41 1 0 03 May 2023
Multimodal Data Augmentation for Image Captioning using Diffusion Models Changrong Xiao S. Xu Kunpeng Zhang DiffM 39 10 0 03 May 2023
Contrastive Speech Mixup for Low-resource Keyword Spotting Dianwen Ng Ruixi Zhang J. Yip Chong Zhang Yukun Ma Trung Hieu Nguyen Chongjia Ni Eng Siong Chng B. Ma 60 10 0 02 May 2023
What Do Self-Supervised Vision Transformers Learn? Namuk Park Wonjae Kim Byeongho Heo Taekyung Kim Sangdoo Yun SSL 99 76 1 01 May 2023
Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation Yunhao Bai Duowen Chen Qingli Li Wei Shen Yan Wang 61 132 0 01 May 2023
MMViT: Multiscale Multiview Vision Transformers Yuchen Liu Natasha Ong Kaiyan Peng Bo Xiong Qifan Wang ... Madian Khabsa Kaiyue Yang David C. Liu Donald Williamson Hanchao Yu ViT 46 4 0 28 Apr 2023
Mixing Data Augmentation with Preserving Foreground Regions in Medical Image Segmentation Xiaoqing Liu Kenji Ono Ryoma Bise 33 4 0 26 Apr 2023
iMixer: hierarchical Hopfield network implies an invertible, implicit and iterative MLP-Mixer Toshihiro Ota Masato Taki 47 2 0 25 Apr 2023
Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies Wei Fang Zhaofei Yu Zhaokun Zhou Ding Chen Yanqing Chen Zhengyu Ma T. Masquelier Yonghong Tian 37 40 0 25 Apr 2023
Img2Vec: A Teacher of High Token-Diversity Helps Masked AutoEncoders Heng Pan Chenyang Liu Wenxiao Wang Liejie Yuan Hongfa Wang Zhifeng Li Wen Liu VLM 43 3 0 25 Apr 2023
Hint-Aug: Drawing Hints from Foundation Vision Transformers Towards Boosted Few-Shot Parameter-Efficient Tuning Zhongzhi Yu Shang Wu Y. Fu Shunyao Zhang Yingyan Lin 42 6 0 25 Apr 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 52 277 0 24 Apr 2023
Augmentation-based Domain Generalization for Semantic Segmentation Manuel Schwonberg Fadoua El Bouazati Nico M. Schmidt Hanno Gottschalk 62 7 0 24 Apr 2023
ComGAN: Toward GANs Exploiting Multiple Samples Hae-Hwan Lee GAN 38 0 0 24 Apr 2023
MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer QiHao Zhao Yangyu Huang Wei Hu Fan Zhang Jing Liu ViT 27 14 0 24 Apr 2023
Diabetic Foot Ulcer Grand Challenge 2022 Summary Connah Kendrick B. Cassidy N. Reeves Joseph M Pappachan C. O'Shea Vishnu Chandrabalan Moi Hoon Yap 27 4 0 24 Apr 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving Manuel Schwonberg J. Niemeijer Jan-Aike Termöhlen Jörg P. Schäfer Nico M. Schmidt Hanno Gottschalk Tim Fingscheidt OOD AI4CE 35 33 0 24 Apr 2023
Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation Cristiano Saltori Aljovsa Ovsep Elisa Ricci Laura Leal-Taixé 44 14 0 23 Apr 2023
TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning Potential Dongjingdin Liu Pengpeng Chen Miao Yao Yijingxiu Lu Zijie Cai Yuxin Tian 34 7 0 23 Apr 2023
RoCOCO: Robustness Benchmark of MS-COCO to Stress-test Image-Text Matching Models Seulki Park Daeho Um Hajung Yoon Sanghyuk Chun Sangdoo Yun Hawook Jeong 55 2 0 21 Apr 2023
Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget Johannes Lehner Benedikt Alkin Andreas Fürst Elisabeth Rumetshofer Lukas Miklautz Sepp Hochreiter 43 18 0 20 Apr 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review Shanliang Yao Runwei Guan Xiaoyu Huang Zhuoxiao Li Xiangyu Sha ... Eng Gee Lim H. Seo Ka Lok Man Xiaohui Zhu Yutao Yue 57 94 0 20 Apr 2023
LA3: Efficient Label-Aware AutoAugment Mingjun Zhao Sha Lu Zixuan Wang Xiaoli Wang Di Niu 34 1 0 20 Apr 2023
Image retrieval outperforms diffusion models on data augmentation Max F. Burg F. Wenzel Dominik Zietlow Max Horn Osama Makansi Francesco Locatello Chris Russell VLM DiffM 55 16 0 20 Apr 2023
MIPI 2023 Challenge on RGBW Fusion: Methods and Results Qi Sun Qingyu Yang Chongyi Li Shangchen Zhou Ruicheng Feng Yu Dai Wenxiu Sun Qingpeng Zhu Chen Change Loy Liang Feng 30 3 0 20 Apr 2023
ID-MixGCL: Identity Mixup for Graph Contrastive Learning Gehang Zhang Yu Bowen Jiangxia Cao Xinghua Zhang Shuaiyi Nie Chuan Zhou Tingwen Liu 74 0 0 20 Apr 2023
GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models Zaitang Li Pin-Yu Chen Tsung-Yi Ho AAML DiffM 34 4 0 19 Apr 2023
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding Dilxat Muhtar Xue-liang Zhang Pengfeng Xiao Zhenshi Li Feng-Xue Gu SSL 48 52 0 19 Apr 2023
OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images Bingchen Zhao Jiahao Wang Wufei Ma Artur Jesslen Si-Jia Yang Shaozuo Yu O. Zendel Christian Theobalt Alan Yuille Adam Kortylewski 42 9 0 17 Apr 2023
Hard Patches Mining for Masked Image Modeling Haochen Wang Kaiyou Song Junsong Fan Yuxi Wang Jin Xie Zhaoxiang Zhang 37 60 0 12 Apr 2023
Towards Understanding How Data Augmentation Works with Imbalanced Data Damien Dablain Nitesh Chawla AI4CE 39 2 0 12 Apr 2023
Few-shot Class-incremental Learning for Cross-domain Disease Classification Han Yang Weijian Huang Jiarun Liu Cheng Li Shanshan Wang CLL 42 4 0 12 Apr 2023
RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer Jiahao Wang Songyang Zhang Yong Liu Taiqiang Wu Yujiu Yang Xihui Liu Kai-xiang Chen Ping Luo Dahua Lin 47 20 0 12 Apr 2023
Semi-Supervised Relational Contrastive Learning Attiano Purpura-Pontoniere D. Terzopoulos Adam S. Wang A. Imran SSL 22 1 0 11 Apr 2023
PlantDet: A benchmark for Plant Detection in the Three-Rivers-Source Region Huanhuan Li Xuechao Zou Yu-an Zhang Jiangcai Zhaba Guomei Li Lamao Yongga 20 0 0 11 Apr 2023
Use the Detection Transformer as a Data Augmenter Luping Wang B. Liu ViT 48 0 0 10 Apr 2023
Reweighted Mixup for Subpopulation Shift Zongbo Han Zhipeng Liang Fan Yang Liu Liu Lanqing Li ... P. Zhao Qinghua Hu Bing Wu Changqing Zhang Jianhua Yao 37 3 0 09 Apr 2023
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 39 41 0 07 Apr 2023
Rethinking Evaluation Protocols of Visual Representations Learned via Self-supervised Learning Jaehoon Lee Doyoung Yoon Byeongmoon Ji Kyungyul Kim Sangheum Hwang SSL 57 3 0 07 Apr 2023
Self-Supervised Video Similarity Learning Giorgos Kordopatis-Zilos Giorgos Tolias Christos Tzelepis I. Kompatsiaris Ioannis Patras Symeon Papadopoulos SSL 42 8 0 06 Apr 2023
Diffusion Models as Masked Autoencoders Chen Wei K. Mangalam Po-Yao (Bernie) Huang Yanghao Li Haoqi Fan Hu Xu Huiyu Wang Cihang Xie Alan Yuille Christoph Feichtenhofer DiffM SyDa 36 49 0 06 Apr 2023
PopulAtion Parameter Averaging (PAPA) Alexia Jolicoeur-Martineau Emy Gervais Kilian Fatras Yan Zhang Simon Lacoste-Julien MoMe 52 18 0 06 Apr 2023