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
VIPriors 3: Visual Inductive Priors for Data-Efficient Deep Learning Challenges Robert-Jan Bruintjes A. Lengyel Marcos Baptista-Rios O. Kayhan Davide Zambrano Nergis Tomen Jan van Gemert 35 9 0 31 May 2023
MSMix:An Interpolation-Based Text Data Augmentation Method Manifold Swap Mixup Mao Ye Haitao Wang Zheqian Chen 43 1 0 31 May 2023
Domain knowledge-informed Synthetic fault sample generation with Health Data Map for cross-domain Planetary Gearbox Fault Diagnosis Jong Moon Ha Olga Fink 31 13 0 31 May 2023
CVSNet: A Computer Implementation for Central Visual System of The Brain Ruimin Gao Hao-Li Zou Zhekai Duan 36 3 0 31 May 2023
A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition Shentong Mo Pedro Morgado 43 21 0 30 May 2023
Are Large Kernels Better Teachers than Transformers for ConvNets? Tianjin Huang Lu Yin Zhenyu Zhang Lijuan Shen Meng Fang Mykola Pechenizkiy Zhangyang Wang Shiwei Liu 43 13 0 30 May 2023
ShuffleMix: Improving Representations via Channel-Wise Shuffle of Interpolated Hidden States Kang Liu Ke Chen Lihua Guo Yaowei Wang Kui Jia 45 0 0 30 May 2023
Improving Deep Representation Learning via Auxiliary Learnable Target Coding Kang Liu Ke Chen Yaowei Wang Kui Jia 49 0 0 30 May 2023
Simulation-Aided Deep Learning for Laser Ultrasonic Visualization Testing Miya Nakajima Takahiro Saitoh Tsuyoshi Kato 4 2 0 30 May 2023
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors Paul S. Scotti Atmadeep Banerjee J. Goode Stepan Shabalin A. Nguyen ... Nathalie Verlinde Elad Yundler David Weisberg K. A. Norman Tanishq Mathew Abraham DiffM 59 110 0 29 May 2023
On Counterfactual Data Augmentation Under Confounding Abbavaram Gowtham Reddy Saketh Bachu Saloni Dash Charchit Sharma Amit Sharma V. Balasubramanian CML BDL 40 1 0 29 May 2023
Improved Probabilistic Image-Text Representations Sanghyuk Chun VLM 47 27 0 29 May 2023
Spot keywords from very noisy and mixed speech Ying Shi Dong Wang Lantian Li Jiqing Han Shi Yin 43 4 0 28 May 2023
Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation J. Sun Xiaoshuang Shi Zhiyuan Weng Kaidi Xu Jikang Cheng Xiao-lan Zhu MLLM 38 2 0 28 May 2023
BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks Kai Zhang Jun Yu Eashan Adhikarla Rong Zhou Zhilin Yan ... Xun Chen Yong Chen Quanzheng Li Hongfang Liu Lichao Sun LM&MA MedIm 39 161 0 26 May 2023
HUB: Guiding Learned Optimizers with Continuous Prompt Tuning Gaole Dai Wei Wu Ziyu Wang Jie Fu Shanghang Zhang Tiejun Huang AIFin 31 0 0 26 May 2023
Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup Damien Teney Jindong Wang Ehsan Abbasnejad 42 6 0 26 May 2023
Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation Lisa Dunlap Alyssa Umino Han Zhang Jiezhi Yang Joseph E. Gonzalez Trevor Darrell DiffM 41 73 0 25 May 2023
Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning Guozheng Ma Linrui Zhang Haoyu Wang Lu Li Zilin Wang Zhen Wang Li Shen Xueqian Wang Dacheng Tao 59 10 0 25 May 2023
PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion Yige Yuan Bingbing Xu Bo Lin Liang Hou Fei Sun Huawei Shen Xueqi Cheng DiffM 54 4 0 25 May 2023
Counterfactual Co-occurring Learning for Bias Mitigation in Weakly-supervised Object Localization Feifei Shao Yawei Luo Lei Chen Ping Liu Wei Yang Yi Yang Jun Xiao WSOL 36 2 0 24 May 2023
Training on Thin Air: Improve Image Classification with Generated Data Yongchao Zhou Hshmat Sahak Jimmy Ba DiffM 24 44 0 24 May 2023
Delving Deeper into Data Scaling in Masked Image Modeling Cheng Lu Xiaojie Jin Qibin Hou Jun Hao Liew Mingg-Ming Cheng Jiashi Feng 43 4 0 24 May 2023
Non-adversarial Robustness of Deep Learning Methods for Computer Vision Gorana Gojić V. Vincan O. Kundacina D. Mišković Dinu Dragan OOD 30 4 0 24 May 2023
HARD: Hard Augmentations for Robust Distillation Arne F. Nix Max F. Burg Fabian H. Sinz AAML 44 1 0 24 May 2023
Dual Path Transformer with Partition Attention Zhengkai Jiang Liang Liu Jiangning Zhang Yabiao Wang Mingang Chen Chengjie Wang ViT 59 2 0 24 May 2023
AdvFunMatch: When Consistent Teaching Meets Adversarial Robustness Ziuhi Wu Haichang Gao Bingqian Zhou Ping Wang AAML 35 0 0 24 May 2023
NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-World Video Super-Resolution Yexing Song Meilin Wang Zhi Yang Xiaoyu Xian Yukai Shi SupR 41 3 0 24 May 2023
Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification Sangmin Bae June-Woo Kim Won-Yang Cho Hyerim Baek Soyoun Son B. Lee C. Ha Kyongpil Tae Sungnyun Kim Se-Young Yun 28 28 0 23 May 2023
Decoupled Kullback-Leibler Divergence Loss Jiequan Cui Zhuotao Tian Zhisheng Zhong Xiaojuan Qi Bei Yu Hanwang Zhang 47 40 0 23 May 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training Utku Ozbulak Hyun Jung Lee Beril Boga Esla Timothy Anzaku Ho-min Park Arnout Van Messem W. D. Neve J. Vankerschaver DiffM 35 36 0 23 May 2023
Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks Haoqi Zheng Qihuang Zhong Liang Ding Zhiliang Tian Xin-Yi Niu Dongsheng Li Dacheng Tao VLM 56 7 0 22 May 2023
Target-Aware Generative Augmentations for Single-Shot Adaptation Kowshik Thopalli Rakshith Subramanyam Pavan Turaga Jayaraman J. Thiagarajan TTA 50 5 0 22 May 2023
VanillaNet: the Power of Minimalism in Deep Learning Hanting Chen Yunhe Wang Jianyuan Guo Dacheng Tao VLM 39 86 0 22 May 2023
Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation? Zheng Li Yuxuan Li Penghai Zhao Renjie Song Xiang Li Jian Yang 43 19 0 22 May 2023
Real-Aug: Realistic Scene Synthesis for LiDAR Augmentation in 3D Object Detection Jing-Fu Zhan Tiejun Liu Rengang Li Jingwei Zhang Zhaoxiang Zhang Yuntao Chen 3DPC 56 12 0 22 May 2023
P-NOC: adversarial training of CAM generating networks for robust weakly supervised semantic segmentation priors L. David Hélio Pedrini Z. Dias GAN 46 1 0 21 May 2023
Annealing Self-Distillation Rectification Improves Adversarial Training Yuehua Wu Hung-Jui Wang Shang-Tse Chen AAML 35 3 0 20 May 2023
Cross-modality Data Augmentation for End-to-End Sign Language Translation Jinhui Ye Wenxiang Jiao Xing Wang Zhaopeng Tu Hui Xiong SLR 21 21 0 18 May 2023
Rethinking Data Augmentation for Tabular Data in Deep Learning Soma Onishi Shoya Meguro LMTD 39 14 0 17 May 2023
Infinite Class Mixup Thomas Mensink Pascal Mettes 36 2 0 17 May 2023
CageViT: Convolutional Activation Guided Efficient Vision Transformer Hao Zheng Jinbao Wang Xiantong Zhen Hao Chen Jingkuan Song Feng Zheng ViT 32 0 0 17 May 2023
Integrating Multiple Sources Knowledge for Class Asymmetry Domain Adaptation Segmentation of Remote Sensing Images Kuiliang Gao Anzhu Yu Xiong You Wenyue Guo Ke Li Ningbo Huang 56 8 0 17 May 2023
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples Wanzhu Jiang Yunfeng Diao He Wang Jianxin Sun Ming Wang Richang Hong 55 18 0 16 May 2023
Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions Fei Du Peng Yang Qi Jia Fengtao Nan Xiaoting Chen Yun Yang 36 46 0 15 May 2023
Towards Generalizable Medical Image Segmentation with Pixel-wise Uncertainty Estimation Shuai Wang Zipei Yan Daoan Zhang Zhong Li Sirui Wu Wen-Xiang Chen Ruizhen Li UQCV 15 2 0 13 May 2023
Unicode Normalization and Grapheme Parsing of Indic Languages Nazmuddoha Ansary Quazi Adibur Rahman Adib Tahsin Reasat Asif Sushmit Ahmed Imtiaz Humayun Sazia Mehnaz Kanij Fatema Mohammad Mamun Or Rashid Farig Sadeque 14 2 0 11 May 2023
Investigating the Corruption Robustness of Image Classifiers with Random Lp-norm Corruptions George J. Siedel Weijia Shao S. Vock Andrey Morozov 24 1 0 09 May 2023
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 13 0 0 08 May 2023