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 / 2,506 papers shown

Title
PopulAtion Parameter Averaging (PAPA) Alexia Jolicoeur-Martineau Emy Gervais Kilian Fatras Yan Zhang Simon Lacoste-Julien MoMe 52 18 0 06 Apr 2023
Computer-aided Diagnosis of Malaria through Transfer Learning using the ResNet50 Backbone Sanya Sinha Nilay Gupta 13 2 0 06 Apr 2023
Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets Jonas Ngnawé Marianne Abémgnigni Njifon Jonathan Heek Yann N. Dauphin OOD 24 4 0 06 Apr 2023
Probing the Purview of Neural Networks via Gradient Analysis Jinsol Lee Charles Lehman Mohit Prabhushankar Ghassan AlRegib 41 8 0 06 Apr 2023
What Affects Learned Equivariance in Deep Image Recognition Models? Robert-Jan Bruintjes Tomasz Motyka Jan van Gemert 59 7 0 05 Apr 2023
Adaptive Data Augmentation for Contrastive Learning Yu-Hui Zhang He Zhu Shan Yu 32 8 0 05 Apr 2023
DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images Bo Qian Haoxing Chen Xiangning Wang Haoxuan Che Gitaek Kwon ... Xiaokang Yang Yiyu Cai Weiping Jia Huating Li Bin Sheng 27 5 0 05 Apr 2023
SMPConv: Self-moving Point Representations for Continuous Convolution Sanghyeon Kim Eunbyung Park 3DPC 47 13 0 05 Apr 2023
DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation Fengyi Shen A. Gurram Ziyuan Liu He Wang Alois Knoll 47 27 0 05 Apr 2023
Effective Theory of Transformers at Initialization Emily Dinan Sho Yaida Susan Zhang 35 14 0 04 Apr 2023
Cross-Class Feature Augmentation for Class Incremental Learning Taehoon Kim Jaeyoo Park Bohyung Han CLL 32 5 0 04 Apr 2023
On the Stability-Plasticity Dilemma of Class-Incremental Learning Dongwan Kim Bohyung Han CLL 15 49 0 04 Apr 2023
MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds Ashish Sinha Jonghyun Choi 3DPC 39 2 0 04 Apr 2023
PartMix: Regularization Strategy to Learn Part Discovery for Visible-Infrared Person Re-identification Minsu Kim Seungryong Kim Jungin Park S. Park Kwanghoon Sohn 37 32 0 04 Apr 2023
Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning Ajinkya Tejankar Maziar Sanjabi Qifan Wang Sinong Wang Hamed Firooz Hamed Pirsiavash L Tan AAML 37 20 0 04 Apr 2023
Astroformer: More Data Might not be all you need for Classification Rishit Dagli 60 7 0 03 Apr 2023
HaLP: Hallucinating Latent Positives for Skeleton-based Self-Supervised Learning of Actions Anshul B. Shah A. Roy Ketul Shah Shlok Kumar Mishra David W. Jacobs A. Cherian Ramalingam Chellappa SSL 24 26 0 01 Apr 2023
Vision Transformers with Mixed-Resolution Tokenization Tomer Ronen Omer Levy A. Golbert ViT 23 21 0 01 Apr 2023
You Only Train Once: Learning a General Anomaly Enhancement Network with Random Masks for Hyperspectral Anomaly Detection Zhaoxu Li Yingqian Wang Chao Xiao Qi Ling Zaiping Lin Wei An 34 34 0 31 Mar 2023
Rethinking Local Perception in Lightweight Vision Transformer Qi Fan Huaibo Huang Jiyang Guan Ran He ViT 36 30 0 31 Mar 2023
Neglected Free Lunch -- Learning Image Classifiers Using Annotation Byproducts Dongyoon Han Junsuk Choe Dante Chun John Joon Young Chung Minsuk Chang Sangdoo Yun Jean Y. Song Seong Joon Oh OOD 483 4 1 30 Mar 2023
Streaming Video Model Yucheng Zhao Chong Luo Chuanxin Tang DongDong Chen Noel Codella Zhengjun Zha 43 12 0 30 Mar 2023
Mixed Autoencoder for Self-supervised Visual Representation Learning Kai Chen Zhili Liu Lanqing Hong Hang Xu Zhenguo Li Dit-Yan Yeung SSL 67 43 0 30 Mar 2023
OpenMix: Exploring Outlier Samples for Misclassification Detection Fei Zhu Zhen Cheng Xu-Yao Zhang Cheng-Lin Liu UQCV 36 32 0 30 Mar 2023
ALUM: Adversarial Data Uncertainty Modeling from Latent Model Uncertainty Compensation Wei Wei Jiahuan Zhou Hongze Li Yingying Wu 21 1 0 29 Mar 2023
Beyond Empirical Risk Minimization: Local Structure Preserving Regularization for Improving Adversarial Robustness Wei Wei Jiahuan Zhou Yingying Wu AAML 25 0 0 29 Mar 2023
VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking Limin Wang Bingkun Huang Zhiyu Zhao Zhan Tong Yinan He Yi Wang Yali Wang Yu Qiao VGen 76 336 0 29 Mar 2023
InceptionNeXt: When Inception Meets ConvNeXt Weihao Yu Pan Zhou Shuicheng Yan Xinchao Wang 53 121 0 29 Mar 2023
Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding Yuanhao Xiong Long Zhao Boqing Gong Ming-Hsuan Yang Florian Schroff Ting Liu Cho-Jui Hsieh Liangzhe Yuan VLM 37 0 0 28 Mar 2023
Unmasked Teacher: Towards Training-Efficient Video Foundation Models Kunchang Li Yali Wang Yizhuo Li Yi Wang Yinan He Limin Wang Yu Qiao VGen 72 158 0 28 Mar 2023
Projected Latent Distillation for Data-Agnostic Consolidation in Distributed Continual Learning Antonio Carta Andrea Cossu Vincenzo Lomonaco D. Bacciu Joost van de Weijer FedML 26 5 0 28 Mar 2023
SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications Abdelrahman M. Shaker Muhammad Maaz H. Rasheed Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan ViT 67 86 0 27 Mar 2023
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling Ryo Hachiuma Fumiaki Sato Taiki Sekii 3DPC 37 37 0 27 Mar 2023
Towards Artistic Image Aesthetics Assessment: a Large-scale Dataset and a New Method Ran Yi Haoyuan Tian Zhihao Gu Yu-kun Lai Paul L. Rosin 33 40 0 27 Mar 2023
What Can Human Sketches Do for Object Detection? Pinaki Nath Chowdhury A. Bhunia Aneeshan Sain Subhadeep Koley Tao Xiang Yi-Zhe Song ObjD 39 32 0 27 Mar 2023
Vision Transformer with Quadrangle Attention Qiming Zhang Jing Zhang Yufei Xu Dacheng Tao ViT 31 39 0 27 Mar 2023
Analyzing Effects of Mixed Sample Data Augmentation on Model Interpretability Soyoun Won Sung-Ho Bae Seong Tae Kim 50 2 0 26 Mar 2023
SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection Jingyang Zhang Nathan Inkawhich Randolph Linderman R. Luley Yiran Chen H. Li OODD 35 1 0 25 Mar 2023
Instant Domain Augmentation for LiDAR Semantic Segmentation Kwonyoung Ryu Soonmin Hwang Jaesik Park 3DPC 41 19 0 25 Mar 2023
Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck Jongheon Jeong Sihyun Yu Hankook Lee Jinwoo Shin AAML 51 0 0 24 Mar 2023
DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling Jisoo Jeong H. Cai Risheek Garrepalli Fatih Porikli 68 11 0 24 Mar 2023
Regularization of polynomial networks for image recognition Grigorios G. Chrysos Bohan Wang Jiankang Deng Volkan Cevher 38 11 0 24 Mar 2023
A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias Puja Trivedi Danai Koutra Jayaraman J. Thiagarajan AAML 45 17 0 23 Mar 2023
The effectiveness of MAE pre-pretraining for billion-scale pretraining Mannat Singh Quentin Duval Kalyan Vasudev Alwala Haoqi Fan Vaibhav Aggarwal ... Piotr Dollár Christoph Feichtenhofer Ross B. Girshick Rohit Girdhar Ishan Misra LRM 131 64 0 23 Mar 2023
Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective Jinjing Zhu Haotian Bai Lin Wang ViT 85 72 0 23 Mar 2023
Calibrated Out-of-Distribution Detection with a Generic Representation Tomás Vojír Jan Sochman Rahaf Aljundi Juan E. Sala Matas OODD UQCV 32 7 0 23 Mar 2023
Semantic Image Attack for Visual Model Diagnosis Jinqi Luo Zhaoning Wang Chenhuan Wu Dong Huang Fernando de la Torre AAML 33 1 0 23 Mar 2023
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 43 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