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 / 2,503 papers shown

Title
RecursiveMix: Mixed Learning with History Lingfeng Yang Xiang Li Borui Zhao Renjie Song Jian Yang VLM 36 18 0 14 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding Xinming Zhang Yi Zhou Jungong Han Guiguang Ding Jian Sun VLM 54 532 0 13 Mar 2022
Model Inversion Attack against Transfer Learning: Inverting a Model without Accessing It Dayong Ye Huiqiang Chen Shuai Zhou Tianqing Zhu Wanlei Zhou S. Ji MIACV 30 6 0 13 Mar 2022
CEKD:Cross Ensemble Knowledge Distillation for Augmented Fine-grained Data Ke Zhang Jin Fan Shaoli Huang Yongliang Qiao Xiaofeng Yu Fei-wei Qin 28 2 0 13 Mar 2022
Deep AutoAugment Yu Zheng Zikai Zhang Shen Yan Mi Zhang ViT 40 27 0 11 Mar 2022
Neuromorphic Data Augmentation for Training Spiking Neural Networks Yuhang Li Youngeun Kim Hyoungseob Park Tamar Geller Priyadarshini Panda 36 75 0 11 Mar 2022
Active Token Mixer Guoqiang Wei Zhizheng Zhang Cuiling Lan Yan Lu Zhibo Chen 31 15 0 11 Mar 2022
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mitchell Wortsman Gabriel Ilharco S. Gadre Rebecca Roelofs Raphael Gontijo-Lopes ... Hongseok Namkoong Ali Farhadi Y. Carmon Simon Kornblith Ludwig Schmidt MoMe 63 930 1 10 Mar 2022
Label-efficient Hybrid-supervised Learning for Medical Image Segmentation Junwen Pan Qi Bi Yanzhan Yang Pengfei Zhu Cheng Bian 34 21 0 10 Mar 2022
Semi-supervision semantic segmentation with uncertainty-guided self cross supervision Yunyang Zhang Zhiqiang Gong Xiaohu Zheng Xiaoyu Zhao Wen Yao UQCV 39 7 0 10 Mar 2022
Identifying the root cause of cable network problems with machine learning G. Heiler Thassilo Gadermaier Thomas Haider Allan Hanbury Peter Filzmoser 16 3 0 09 Mar 2022
Contrastive Enhancement Using Latent Prototype for Few-Shot Segmentation Xiaoyu Zhao Xiaoqian Chen Zhiqiang Gong Wen Yao Yunyang Zhang Xiaohu Zheng VLM 39 0 0 08 Mar 2022
Evolutionary Neural Cascade Search across Supernetworks A. Chebykin Tanja Alderliesten Peter A. N. Bosman 13 1 0 08 Mar 2022
Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention Kai Liu Tianyi Wu Cong Liu Guodong Guo ViT 41 17 0 08 Mar 2022
Geodesic Multi-Modal Mixup for Robust Fine-Tuning Changdae Oh Junhyuk So Hoyoon Byun Yongtaek Lim Minchul Shin Jong-June Jeon Kyungwoo Song 62 26 0 08 Mar 2022
Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels Yuchao Wang Haochen Wang Yujun Shen Jingjing Fei Wei Li Guoqiang Jin Liwei Wu Rui Zhao Xinyi Le UQCV 30 334 0 08 Mar 2022
Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective Quan Cui Bingchen Zhao Zhao-Min Chen Borui Zhao Renjie Song Jiajun Liang Boyan Zhou Osamu Yoshie 38 18 0 08 Mar 2022
Low-Loss Subspace Compression for Clean Gains against Multi-Agent Backdoor Attacks Siddhartha Datta N. Shadbolt AAML 37 6 0 07 Mar 2022
WaveMix: Resource-efficient Token Mixing for Images Pranav Jeevan A. Sethi 25 10 0 07 Mar 2022
Regularising for invariance to data augmentation improves supervised learning Aleksander Botev Matthias Bauer Soham De 37 14 0 07 Mar 2022
Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation Cong Cao Tianwei Lin Dongliang He Fu Li Huanjing Yue Jingyu Yang Errui Ding 30 15 0 05 Mar 2022
AutoMO-Mixer: An automated multi-objective Mixer model for balanced, safe and robust prediction in medicine Xinyu Chen Jiahuan Lv Dehua Feng X. Mou L. Bai Shu Zhang Zhiguo Zhou 27 1 0 04 Mar 2022
Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels Tao Pu Tianshui Chen Hefeng Wu Liang Lin 46 39 0 04 Mar 2022
Weakly Supervised Object Localization as Domain Adaption Lei Zhu Qi She Qian Chen Yunfei You Boyu Wang Yanye Lu WSOL 51 34 0 03 Mar 2022
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision Kecheng Zhang Xiahai Zhuang 23 68 0 03 Mar 2022
3D Common Corruptions and Data Augmentation Oğuzhan Fatih Kar Teresa Yeo Andrei Atanov Amir Zamir 3DPC 58 109 0 02 Mar 2022
Global-Local Regularization Via Distributional Robustness Hoang Phan Trung Le Trung-Nghia Phung Tu Bui Nhat Ho Dinh Q. Phung OOD 31 12 0 01 Mar 2022
Exploring Wilderness Characteristics Using Explainable Machine Learning in Satellite Imagery Timo T. Stomberg Taylor Stone Johannes Leonhardt I. Weber R. Roscher 17 2 0 01 Mar 2022
Towards IID representation learning and its application on biomedical data Jiqing Wu I. Zlobec Maxime W. Lafarge Yukun He V. Koelzer OOD CML 35 4 0 01 Mar 2022
Background Mixup Data Augmentation for Hand and Object-in-Contact Detection Koya Tango Takehiko Ohkawa Ryosuke Furuta Yoichi Sato 21 9 0 28 Feb 2022
Interactive Machine Learning for Image Captioning Mareike Hartmann Aliki Anagnostopoulou Daniel Sonntag VLM 21 4 0 28 Feb 2022
DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment P. Shyam Antyanta Bangunharcana Kuk-Jin Yoon Kyung-soo Kim 45 5 0 26 Feb 2022
Continuous Human Action Recognition for Human-Machine Interaction: A Review Harshala Gammulle David Ahmedt-Aristizabal Simon Denman Lachlan Tychsen-Smith L. Petersson Clinton Fookes 48 25 0 26 Feb 2022
Faithful learning with sure data for lung nodule diagnosis Hanxiao Zhang Liang Chen Xiao Gu Minghui Zhang Yulei Qin Feng Yao Zhexin Wang Yun Gu Guangyao Yang 14 1 0 25 Feb 2022
TeachAugment: Data Augmentation Optimization Using Teacher Knowledge Teppei Suzuki ViT 26 49 0 25 Feb 2022
Learn From the Past: Experience Ensemble Knowledge Distillation Chaofei Wang Shaowei Zhang S. Song Gao Huang 35 4 0 25 Feb 2022
Sample Efficiency of Data Augmentation Consistency Regularization Shuo Yang Yijun Dong Rachel A. Ward Inderjit S. Dhillon Sujay Sanghavi Qi Lei AAML 36 17 0 24 Feb 2022
Auto-scaling Vision Transformers without Training Wuyang Chen Wei-Ping Huang Xianzhi Du Xiaodan Song Zhangyang Wang Denny Zhou ViT 32 23 0 24 Feb 2022
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing Christoph Reinders Frederik Schubert Bodo Rosenhahn 36 7 0 23 Feb 2022
Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning Hao He Kaiwen Zha Dina Katabi AAML 44 33 0 22 Feb 2022
Contrastive-mixup learning for improved speaker verification Xin Zhang Minho Jin R. Cheng Ruirui Li Eunjung Han A. Stolcke AAML SSL 25 10 0 22 Feb 2022
On the Effectiveness of Adversarial Training against Backdoor Attacks Yinghua Gao Dongxian Wu Jingfeng Zhang Guanhao Gan Shutao Xia Gang Niu Masashi Sugiyama AAML 34 22 0 22 Feb 2022
A Self-Supervised Descriptor for Image Copy Detection Ed Pizzi Sreya . Dutta Roy Sugosh Nagavara Ravindra Priya Goyal Matthijs Douze SSL 43 119 0 21 Feb 2022
Model-Agnostic Augmentation for Accurate Graph Classification Jaemin Yoo Sooyeon Shim U. Kang GNN 29 29 0 21 Feb 2022
Visual Attention Network Meng-Hao Guo Chengrou Lu Zheng-Ning Liu Ming-Ming Cheng Shiyong Hu ViT VLM 29 644 0 20 Feb 2022
Semantically Proportional Patchmix for Few-Shot Learning Jingquan Wang Jing Xu Yu Pan Zenglin Xu VLM 14 1 0 17 Feb 2022
A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments Randall Balestriero Ishan Misra Yann LeCun 35 20 0 16 Feb 2022
Unified smoke and fire detection in an evolutionary framework with self-supervised progressive data augment Han Zhang Suyan Yang Hongyong Wang zhongyan lu Helin Sun 14 0 0 16 Feb 2022
Meta Knowledge Distillation Jihao Liu Boxiao Liu Hongsheng Li Yu Liu 29 25 0 16 Feb 2022
ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification Thomas Stegmüller Behzad Bozorgtabar A. Spahr Jean-Philippe Thiran ViT MedIm 42 42 0 15 Feb 2022