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
When Multi-Task Learning Meets Partial Supervision: A Computer Vision Review Maxime Fontana Michael W. Spratling Miaojing Shi 61 6 0 25 Jul 2023
Does Progress On Object Recognition Benchmarks Improve Real-World Generalization? Megan Richards Polina Kirichenko Diane Bouchacourt Mark Ibrahim VLM 68 13 0 24 Jul 2023
Latent Code Augmentation Based on Stable Diffusion for Data-free Substitute Attacks Mingwen Shao Lingzhuang Meng Yuanjian Qiao Lixu Zhang W. Zuo DiffM 36 0 0 24 Jul 2023
Phase Matching for Out-of-Distribution Generalization Chengming Hu Ye Du Rui Wang Hao Chen OOD 33 0 0 24 Jul 2023
Towards Generalizable Deepfake Detection by Primary Region Regularization Harry Cheng Yangyang Guo Tianyi Wang Liqiang Nie Mohan S. Kankanhalli 58 0 0 24 Jul 2023
Robust face anti-spoofing framework with Convolutional Vision Transformer Yunseung Lee Youngjun Kwak Jinho Shin CVBM ViT 25 5 0 24 Jul 2023
Improving Out-of-Distribution Robustness of Classifiers via Generative Interpolation Haoyue Bai Ceyuan Yang Yinghao Xu Shueng-Han Gary Chan Bolei Zhou OODD 29 3 0 23 Jul 2023
HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness M. K. Yucel R. G. Cinbis Pinar Duygulu AAML 46 10 0 21 Jul 2023
LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space L. Tronchin Minh H. Vu Paolo Soda Tommy Löfstedt 35 2 0 21 Jul 2023
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering Yijun Dong Kevin Miller Qiuyu Lei Rachel A. Ward 30 4 0 20 Jul 2023
Comparison between transformers and convolutional models for fine-grained classification of insects Rita Pucci Vincent J. Kalkman D. Stowell 13 1 0 20 Jul 2023
Generative Prompt Model for Weakly Supervised Object Localization Yuzhong Zhao QiXiang Ye Weijia Wu Chunhua Shen Fang Wan WSOL VLM DiffM 42 28 0 19 Jul 2023
Watch out Venomous Snake Species: A Solution to SnakeCLEF2023 Feiran Hu Peng Wang Yangyang Li Chenlong Duan Zijian Zhu Fei Wang Faen Zhang Yong Li Xiu-Shen Wei 32 6 0 19 Jul 2023
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments Spyros Gidaris Andrei Bursuc Oriane Siméoni Antonín Vobecký N. Komodakis Matthieu Cord Patrick Pérez SSL ViT 29 3 0 18 Jul 2023
The Effects of Mixed Sample Data Augmentation are Class Dependent Haeil Lee Han S. Lee Junmo Kim 52 1 0 18 Jul 2023
Scale-Aware Modulation Meet Transformer Wei-Shiang Lin Ziheng Wu Jiayu Chen Jun Huang Lianwen Jin MoE ViT 40 66 0 17 Jul 2023
Image Captions are Natural Prompts for Text-to-Image Models Shiye Lei Hao Chen Senyang Zhang Bo Zhao Dacheng Tao VLM 39 20 0 17 Jul 2023
Cumulative Spatial Knowledge Distillation for Vision Transformers Borui Zhao Renjie Song Jiajun Liang 34 14 0 17 Jul 2023
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-Identification Tengfei Liang Yi Jin Wu Liu Tao Wang Songhe Feng Yidong Li 33 2 0 17 Jul 2023
A Novel Multi-Task Model Imitating Dermatologists for Accurate Differential Diagnosis of Skin Diseases in Clinical Images Yan-Jie Zhou Wei Liu Yuan Gao Jingyi Xu Lexian Lu ... Hao Cheng Na Jin Xiaoyong Man Shuang Zhao Yu Wang 27 6 0 17 Jul 2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation Dongyu Yao Boheng Li 34 3 0 16 Jul 2023
Why Does Little Robustness Help? Understanding and Improving Adversarial Transferability from Surrogate Training Yechao Zhang Shengshan Hu Leo Yu Zhang Junyu Shi Minghui Li Xiaogeng Liu Wei Wan Hai Jin AAML 32 21 0 15 Jul 2023
TALL: Thumbnail Layout for Deepfake Video Detection Yuting Xu Jian Liang Gengyun Jia Ziming Yang Yanhao Zhang Ran He ViT 58 54 0 14 Jul 2023
PseudoCal: A Source-Free Approach to Unsupervised Uncertainty Calibration in Domain Adaptation Dapeng Hu Jian Liang Xinchao Wang Chuan-Sheng Foo 23 0 0 14 Jul 2023
Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning Byung-Kwan Lee Junho Kim Yonghyun Ro AAML 35 9 0 14 Jul 2023
Self-regulating Prompts: Foundational Model Adaptation without Forgetting Muhammad Uzair Khattak Syed Talal Wasim Muzammal Naseer Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan VLM 23 169 0 13 Jul 2023
Video-FocalNets: Spatio-Temporal Focal Modulation for Video Action Recognition Syed Talal Wasim Muhammad Uzair Khattak Muzammal Naseer Salman Khan M. Shah Fahad Shahbaz Khan ViT 55 19 0 13 Jul 2023
Large Class Separation is not what you need for Relational Reasoning-based OOD Detection L. Lu Giulia DÁscenzi Francesco Cappio Borlino Tatiana Tommasi OODD 28 1 0 12 Jul 2023
What Happens During Finetuning of Vision Transformers: An Invariance Based Investigation Gabriele Merlin Vedant Nanda Ruchit Rawal Mariya Toneva 28 3 0 12 Jul 2023
Class Instance Balanced Learning for Long-Tailed Classification Marc-Antoine Lavoie Steven Waslander 59 0 0 11 Jul 2023
Mitosis Detection from Partial Annotation by Dataset Generation via Frame-Order Flipping Kazuya Nishimura Ami Katanaya S. Chuma Ryoma Bise 17 0 0 09 Jul 2023
Language-free Compositional Action Generation via Decoupling Refinement Xiao Liu Guangyi Chen Yansong Tang Guangrun Wang Xiao-Ping Zhang Ser-Nam Lim CoGe 36 1 0 07 Jul 2023
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition Chao Liang Zongxin Yang Linchao Zhu Yezhou Yang NoLa 27 8 0 03 Jul 2023
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization Yumeng Li Dan Zhang Margret Keuper Anna Khoreva 61 10 0 02 Jul 2023
Decoding Taste Information in Human Brain: A Temporal and Spatial Reconstruction Data Augmentation Method Coupled with Taste EEG Xiuxin Xia Yuchao Yang Yan Shi Wenbo Zheng Hong-Kun Men 16 0 0 01 Jul 2023
Long-Tailed Continual Learning For Visual Food Recognition Jiangpeng He Luotao Lin Jack Ma H. Eicher-Miller F. Zhu Fengqing M Zhu 64 14 0 01 Jul 2023
Hardwiring ViT Patch Selectivity into CNNs using Patch Mixing Ariel N. Lee Sarah Adel Bargal Janavi Kasera Stan Sclaroff Kate Saenko Nataniel Ruiz 51 0 0 30 Jun 2023
Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer Peng Mi Li Shen Tianhe Ren Yiyi Zhou Tianshuo Xu Xiaoshuai Sun Tongliang Liu Rongrong Ji Dacheng Tao AAML 43 2 0 30 Jun 2023
ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation Shuyang Sun Weijun Wang Qihang Yu Andrew G. Howard Philip Torr Liang-Chieh Chen 46 15 0 29 Jun 2023
Spectral Batch Normalization: Normalization in the Frequency Domain Rinor Cakaj Jens Mehnert Bin Yang 41 2 0 29 Jun 2023
BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models Phuoc-Hoan Charles Le Xinlin Li ViT MQ 33 21 0 29 Jun 2023
GuidedMixup: An Efficient Mixup Strategy Guided by Saliency Maps Minsoo Kang Suhyun Kim AAML 17 21 0 29 Jun 2023
Generalizing Surgical Instruments Segmentation to Unseen Domains with One-to-Many Synthesis An-Chi Wang Mobarakol Islam Mengya Xu Hongliang Ren MedIm 21 0 0 28 Jun 2023
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification Pei Liu Luping Ji Xinyu Zhang Feng Ye VLM 40 23 0 28 Jun 2023
Precursor-of-Anomaly Detection for Irregular Time Series Sheo Yon Jhin Jaehoon Lee Noseong Park AI4TS 22 9 0 27 Jun 2023
ParameterNet: Parameters Are All You Need Kai Han Yunhe Wang Jianyuan Guo Enhua Wu VLM AI4CE 42 25 0 26 Jun 2023
DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets Hyunwoo Oh Won-Ki Jeong MedIm DiffM 27 29 0 25 Jun 2023
Catching Image Retrieval Generalization Maksim Zhdanov I. Karpukhin VLM 24 0 0 23 Jun 2023
Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New Perspective Zeyuan Yin Eric P. Xing Zhiqiang Shen DD 24 66 0 22 Jun 2023
Quantizable Transformers: Removing Outliers by Helping Attention Heads Do Nothing Yelysei Bondarenko Markus Nagel Tijmen Blankevoort MQ 28 87 0 22 Jun 2023