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
MixFormer: Mixing Features across Windows and Dimensions Qiang Chen Qiman Wu Jian Wang Qinghao Hu T. Hu Errui Ding Jian Cheng Jingdong Wang MDE ViT 36 104 0 06 Apr 2022
Arbitrary-Scale Image Synthesis Evangelos Ntavelis Mohamad Shahbazi I. Kastanis Radu Timofte Martin Danelljan Luc Van Gool 47 22 0 05 Apr 2022
Mixing Signals: Data Augmentation Approach for Deep Learning Based Modulation Recognition Xin-Shun Xu Zhuangzhi Chen Dongwei Xu Huaji Zhou Shanqing Yu Shilian Zheng Qi Xuan Xiaoniu Yang 52 13 0 05 Apr 2022
A Survey on Dropout Methods and Experimental Verification in Recommendation Yongqian Li Weizhi Ma C. L. Philip Chen Hao Fei Yiqun Liu Shaoping Ma Yue Yang 48 10 0 05 Apr 2022
MultiMAE: Multi-modal Multi-task Masked Autoencoders Roman Bachmann David Mizrahi Andrei Atanov Amir Zamir 60 266 0 04 Apr 2022
Evolving Neural Selection with Adaptive Regularization Li Ding Lee Spector ODL 25 4 0 04 Apr 2022
DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation Runyu Ding Jihan Yang Li Jiang Xiaojuan Qi 3DPC 38 18 0 04 Apr 2022
BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning Zhi Hou Baosheng Yu Chaoyue Wang Yibing Zhan Dacheng Tao ViT 37 11 0 04 Apr 2022
Improving Vision Transformers by Revisiting High-frequency Components Jiawang Bai Liuliang Yuan Shutao Xia Shuicheng Yan Zhifeng Li Wen Liu ViT 21 90 0 03 Apr 2022
Robust Neonatal Face Detection in Real-world Clinical Settings Jacqueline Hausmann Md Sirajus Salekin Ghada Zamzmi D. Goldgof Yu Sun 3DH CVBM 11 3 0 01 Apr 2022
On the Importance of Asymmetry for Siamese Representation Learning Tianlin Li Haoqi Fan Yuandong Tian Daisuke Kihara Xinlei Chen SSL 35 51 0 01 Apr 2022
Weakly Supervised Regional and Temporal Learning for Facial Action Unit Recognition Jingwei Yan Jingjing Wang Qiang Li Chunmao Wang Shiliang Pu CVBM 11 6 0 01 Apr 2022
ObjectMix: Data Augmentation by Copy-Pasting Objects in Videos for Action Recognition Jun Kimata Tomoya Nitta Toru Tamaki 49 10 0 01 Apr 2022
Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization Eunji Kim Siwon Kim Jungbeom Lee Hyunwoo J. Kim Sung-Hoon Yoon WSOL 44 45 0 01 Apr 2022
TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization Sijie Zhu M. Shah Chong Chen ViT 29 151 0 31 Mar 2022
Self-Distillation from the Last Mini-Batch for Consistency Regularization Yiqing Shen Liwu Xu Yuzhe Yang Yaqian Li Yandong Guo 30 62 0 30 Mar 2022
ReplaceBlock: An improved regularization method based on background information Zhemin Zhang Xun Gong Jinyi Wu OOD 18 0 0 30 Mar 2022
Photographic Visualization of Weather Forecasts with Generative Adversarial Networks C. Sigg Flavia Cavallaro Tobias Günther Martin R. Oswald 19 0 0 29 Mar 2022
Online Continual Learning on a Contaminated Data Stream with Blurry Task Boundaries Jihwan Bang Hyun-woo Koh Seulki Park Hwanjun Song Jung-Woo Ha Jonghyun Choi CLL 35 39 0 29 Mar 2022
Translation Consistent Semi-supervised Segmentation for 3D Medical Images Yuyuan Liu Yu Tian Chong Wang Yuanhong Chen Fengbei Liu Vasileios Belagiannis G. Carneiro 3DV 34 15 0 28 Mar 2022
Automated Progressive Learning for Efficient Training of Vision Transformers Changlin Li Bohan Zhuang Guangrun Wang Xiaodan Liang Xiaojun Chang Yi Yang 45 46 0 28 Mar 2022
Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection Choubo Ding Guansong Pang Chunhua Shen OOD 29 113 0 28 Mar 2022
Reverse Engineering of Imperceptible Adversarial Image Perturbations Yifan Gong Yuguang Yao Yize Li Yimeng Zhang Xiaoming Liu Xinyu Lin Sijia Liu AAML 57 20 0 26 Mar 2022
3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds Junsheng Zhou Xin Wen Baorui Ma Yu-Shen Liu Yue Gao Yi Fang Zhizhong Han 3DPC 50 17 0 26 Mar 2022
Metropolis-Hastings Data Augmentation for Graph Neural Networks Hyeon-ju Park Seunghun Lee S. Kim Jinyoung Park Jisu Jeong KyungHyun Kim Jung-Woo Ha Hyunwoo J. Kim 27 49 0 26 Mar 2022
Repairing Group-Level Errors for DNNs Using Weighted Regularization Ziyuan Zhong Yuchi Tian Conor J. Sweeney Vicente Ordonez Baishakhi Ray 31 0 0 24 Mar 2022
ViT-FOD: A Vision Transformer based Fine-grained Object Discriminator Zi-Chao Zhang Zhen-Duo Chen Yongxin Wang Xin Luo Xin-Shun Xu ViT 35 6 0 24 Mar 2022
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training Zhan Tong Yibing Song Jue Wang Limin Wang ViT 183 1,142 0 23 Mar 2022
Input-specific Attention Subnetworks for Adversarial Detection Emil Biju Anirudh Sriram Pratyush Kumar Mitesh M Khapra AAML 36 5 0 23 Mar 2022
Semi-Supervised Hybrid Spine Network for Segmentation of Spine MR Images Meiyan Huang Shuoling Zhou Xiumei Chen Haoran Lai Qianjin Feng 22 17 0 23 Mar 2022
Focal Modulation Networks Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 43 263 0 22 Mar 2022
Improving Neural Predictivity in the Visual Cortex with Gated Recurrent Connections Simone Azeglio Simone Poetto L. S. Aira Marco Nurisso 21 2 0 22 Mar 2022
CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation Feng Wang Huiyu Wang Chen Wei Alan Yuille Wei Shen SSL VLM 32 35 0 22 Mar 2022
Meta-attention for ViT-backed Continual Learning Mengqi Xue Haofei Zhang Mingli Song Mingli Song CLL 35 42 0 22 Mar 2022
Out-of-distribution Generalization with Causal Invariant Transformations Ruoyu Wang Mingyang Yi Zhitang Chen Shengyu Zhu OOD OODD 38 56 0 22 Mar 2022
Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices K. Bhardwaj James Diffenderfer B. Kailkhura Maya Gokhale AAML OOD 57 3 0 21 Mar 2022
Masked Discrimination for Self-Supervised Learning on Point Clouds Haotian Liu Mu Cai Yong Jae Lee 3DPC 21 166 0 21 Mar 2022
ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer Rui Yang Hailong Ma Jie Wu Yansong Tang Xuefeng Xiao Min Zheng Xiu Li ViT 24 53 0 21 Mar 2022
Harnessing Hard Mixed Samples with Decoupled Regularizer Zicheng Liu Siyuan Li Ge Wang Cheng Tan Lirong Wu Stan Z. Li 65 18 0 21 Mar 2022
A Novel Transparency Strategy-based Data Augmentation Approach for BI-RADS Classification of Mammograms Sam B. Tran Huyen T. X. Nguyen Chi Phan Hieu H. Pham H. Nguyen 22 3 0 20 Mar 2022
Soft-CP: A Credible and Effective Data Augmentation for Semantic Segmentation of Medical Lesions Pingping Dai Licong Dong Ruihan Zhang Haiming Zhu Jie Wu Kehong Yuan MedIm 32 4 0 20 Mar 2022
Learning Consistency from High-quality Pseudo-labels for Weakly Supervised Object Localization Kangbo Sun Jie Zhu WSOL 22 0 0 18 Mar 2022
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation Ruihuang Li Shuai Li Chenhang He Yabin Zhang Xu Jia Lei Zhang 34 84 0 18 Mar 2022
Are Vision Transformers Robust to Spurious Correlations? Soumya Suvra Ghosal Yifei Ming Yixuan Li ViT 33 30 0 17 Mar 2022
Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation Tsz Kin Lam Shigehiko Schamoni Stefan Riezler 30 32 0 16 Mar 2022
What Do Adversarially trained Neural Networks Focus: A Fourier Domain-based Study Binxiao Huang Chaofan Tao R. Lin Ngai Wong AAML OOD 26 3 0 16 Mar 2022
Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels Yikai Wang Xinwei Sun Yanwei Fu NoLa 39 23 0 15 Mar 2022
Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization Yabin Zhang Minghan Li Ruihuang Li Kui Jia Lei Zhang OOD 33 163 0 15 Mar 2022
Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning Yuqian Fu Yu Xie Yanwei Fu Jingjing Chen Yu-Gang Jiang 36 18 0 15 Mar 2022
Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation Yong Cheng Ankur Bapna Orhan Firat Yuan Cao Pidong Wang Wolfgang Macherey 31 13 0 15 Mar 2022