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 / 2,500 papers shown

Title
TransformMix: Learning Transformation and Mixing Strategies from Data Tsz-Him Cheung Dit-Yan Yeung 37 1 0 19 Mar 2024
HIRI-ViT: Scaling Vision Transformer with High Resolution Inputs Ting Yao Yehao Li Yingwei Pan Tao Mei ViT 36 15 0 18 Mar 2024
SETA: Semantic-Aware Token Augmentation for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao ViT 38 2 0 18 Mar 2024
NeoNeXt: Novel neural network operator and architecture based on the patch-wise matrix multiplications Vladimir Korviakov Denis Koposov 54 0 0 17 Mar 2024
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation Yeongtak Oh Jonghyun Lee Jooyoung Choi Dahuin Jung Uiwon Hwang Sungroh Yoon TTA DiffM 50 4 0 16 Mar 2024
A survey of synthetic data augmentation methods in computer vision A. Mumuni F. Mumuni N. K. Gerrar 47 19 0 15 Mar 2024
Revisiting Adversarial Training under Long-Tailed Distributions Xinli Yue Ningping Mou Qian Wang Lingchen Zhao AAML 35 7 0 15 Mar 2024
Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers Sanghyeok Lee Joonmyung Choi Hyunwoo J. Kim ViT 47 8 0 15 Mar 2024
Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation Jingyi Xu Weidong Yang Lingdong Kong You-Chen Liu Rui Zhang Qingyuan Zhou Ben Fei 58 10 0 15 Mar 2024
EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba Xiaohuan Pei Tao Huang Chang Xu Mamba 27 90 0 15 Mar 2024
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers Haoyang Liu Aditya Singh Yijiang Li Haohan Wang AAML ViT 48 1 0 15 Mar 2024
uaMix-MAE: Efficient Tuning of Pretrained Audio Transformers with Unsupervised Audio Mixtures Afrina Tabassum Dung N. Tran Trung D. Q. Dang Ismini Lourentzou K. Koishida 50 0 0 14 Mar 2024
Don't Judge by the Look: Towards Motion Coherent Video Representation Yitian Zhang Yue Bai Huan Wang Yizhou Wang Yun Fu 40 0 0 14 Mar 2024
EventRPG: Event Data Augmentation with Relevance Propagation Guidance Mingyuan Sun Donghao Zhang Zongyuan Ge Jiaxu Wang Jia Li Zheng Fang Renjing Xu 37 7 0 14 Mar 2024
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods A. Mumuni F. Mumuni 70 5 0 13 Mar 2024
A Decade's Battle on Dataset Bias: Are We There Yet? Zhuang Liu Kaiming He 50 28 0 13 Mar 2024
xMLP: Revolutionizing Private Inference with Exclusive Square Activation Jiajie Li Jinjun Xiong 27 0 0 12 Mar 2024
12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning Yoga Esa Wibowo Cristian Cioflan T. Ingolfsson Michael Hersche Leo Zhao Abbas Rahimi Luca Benini CLL 47 1 0 12 Mar 2024
Maxwell's Demon at Work: Efficient Pruning by Leveraging Saturation of Neurons Simon Dufort-Labbé P. DÓro Evgenii Nikishin Razvan Pascanu Pierre-Luc Bacon A. Baratin 47 1 0 12 Mar 2024
PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution Honghao Chen Xiangxiang Chu Yongjian Ren Xin Zhao Kaiqi Huang 41 27 0 12 Mar 2024
Unknown Domain Inconsistency Minimization for Domain Generalization Seungjae Shin Heesun Bae Byeonghu Na Yoon-Yeong Kim Il-Chul Moon 39 2 0 12 Mar 2024
Distribution-Aware Data Expansion with Diffusion Models Haowei Zhu Ling Yang Jun-Hai Yong Hongzhi Yin Jiawei Jiang Meng Xiao Wentao Zhang Bin Wang 46 3 0 11 Mar 2024
Enhancing Image Caption Generation Using Reinforcement Learning with Human Feedback L. AdarshN V. ArunP L. AravindhN 37 1 0 11 Mar 2024
CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object Localization Perspective Shunsuke Yasuki Masato Taki AAML 37 0 0 11 Mar 2024
BSDA: Bayesian Random Semantic Data Augmentation for Medical Image Classification Yaoyao Zhu Xiuding Cai Xueyao Wang Xiaoqing Chen Yu Yao Zhongliang Fu MedIm 47 1 0 10 Mar 2024
SIRST-5K: Exploring Massive Negatives Synthesis with Self-supervised Learning for Robust Infrared Small Target Detection Yahao Lu Yu-Hsiang Lin Han Wu Xiaoyu Xian Yukai Shi Liang Lin 44 8 0 08 Mar 2024
ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional Changes H. Malik Muhammad Huzaifa Muzammal Naseer Salman Khan Fahad Shahbaz Khan DiffM 45 2 0 07 Mar 2024
Spatiotemporal Pooling on Appropriate Topological Maps Represented as Two-Dimensional Images for EEG Classification Takuto Fukushima Ryusuke Miyamoto 44 1 0 07 Mar 2024
Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification Ricardo Bigolin Lanfredi Pritam Mukherjee Ronald M. Summers 30 4 0 06 Mar 2024
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic Segmentation Erik Brorsson Knut Åkesson Lennart Svensson Kristofer Bengtsson 50 0 0 06 Mar 2024
Task Attribute Distance for Few-Shot Learning: Theoretical Analysis and Applications Minyang Hu Hong Chang Zong Guo Bingpeng Ma Shiguang Shan Xilin Chen VLM 29 1 0 06 Mar 2024
Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification Puru Vaish Shunxin Wang N. Strisciuglio 42 9 0 04 Mar 2024
SA-MixNet: Structure-aware Mixup and Invariance Learning for Scribble-supervised Road Extraction in Remote Sensing Images Jie Feng Hao Huang Junpeng Zhang Weisheng Dong Dingwen Zhang Licheng Jiao 33 2 0 03 Mar 2024
DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions Guangrun Wang Changlin Li Liuchun Yuan Jiefeng Peng Xiaoyu Xian Xiaodan Liang Xiaojun Chang Liang Lin 48 1 0 02 Mar 2024
Benchmarking Segmentation Models with Mask-Preserved Attribute Editing Zijin Yin Kongming Liang Bing Li Zhanyu Ma Jun Guo VLM 46 2 0 02 Mar 2024
VisionLLaMA: A Unified LLaMA Backbone for Vision Tasks Xiangxiang Chu Jianlin Su Bo Zhang Chunhua Shen MLLM 46 10 0 01 Mar 2024
Learning and Leveraging World Models in Visual Representation Learning Q. Garrido Mahmoud Assran Nicolas Ballas Adrien Bardes Laurent Najman Yann LeCun SSL 49 24 0 01 Mar 2024
Fine-tuning with Very Large Dropout Jianyu Zhang Léon Bottou 48 1 0 01 Mar 2024
Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance Huakun Shen Boyue Caroline Hu Krzysztof Czarnecki Lina Marsso Marsha Chechik 48 0 0 29 Feb 2024
HyenaPixel: Global Image Context with Convolutions Julian Spravil Sebastian Houben Sven Behnke 33 1 0 29 Feb 2024
Classes Are Not Equal: An Empirical Study on Image Recognition Fairness Jiequan Cui Beier Zhu Xin Wen Xiaojuan Qi Bei Yu Haiqi Zhang 25 7 0 28 Feb 2024
Interactive Multi-Head Self-Attention with Linear Complexity Hankyul Kang Ming-Hsuan Yang Jongbin Ryu 26 1 0 27 Feb 2024
Pretrained Visual Uncertainties Michael Kirchhof Mark Collier Seong Joon Oh Enkelejda Kasneci UQCV 410 8 1 26 Feb 2024
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning Johnathan Xie Yoonho Lee Annie S. Chen Chelsea Finn 27 3 0 22 Feb 2024
CLCE: An Approach to Refining Cross-Entropy and Contrastive Learning for Optimized Learning Fusion Zijun Long George Killick Lipeng Zhuang Gerardo Aragon Camarasa Zaiqiao Meng R. McCreadie VLM 50 2 0 22 Feb 2024
Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training Huayi Zhou Mukun Luo Fei Jiang Yue Ding Hongtao Lu Kui Jia 51 0 0 18 Feb 2024
FViT: A Focal Vision Transformer with Gabor Filter Yulong Shi Mingwei Sun Yongshuai Wang Rui Wang 65 4 0 17 Feb 2024
Switch EMA: A Free Lunch for Better Flatness and Sharpness Siyuan Li Zicheng Liu Juanxi Tian Ge Wang Zedong Wang ... Cheng Tan Tao Lin Yang Liu Baigui Sun Stan Z. Li 35 6 0 14 Feb 2024
Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency Yannis Kalantidis Mert Bulent Sariyildiz Rafael Sampaio de Rezende Philippe Weinzaepfel Diane Larlus G. Csurka 24 0 0 14 Feb 2024
Selective Learning: Towards Robust Calibration with Dynamic Regularization Zongbo Han Yifeng Yang Changqing Zhang Linjun Zhang Qiufeng Wang Qinghua Hu 29 4 0 13 Feb 2024