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
LORD: Leveraging Open-Set Recognition with Unknown Data Tobias Koch Christian Riess Thomas Köhler 31 2 0 24 Aug 2023
Masking Strategies for Background Bias Removal in Computer Vision Models Ananthu Aniraj C. Dantas Dino Ienco Diego Marcos 37 5 0 23 Aug 2023
RankMixup: Ranking-Based Mixup Training for Network Calibration Jongyoun Noh Hyekang Park Junghyup Lee Bumsub Ham UQCV 32 10 0 23 Aug 2023
SPANet: Frequency-balancing Token Mixer using Spectral Pooling Aggregation Modulation Guhnoo Yun J. Yoo Kijung Kim Jeongho Lee Dong Hwan Kim MoE 33 8 0 22 Aug 2023
Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging Xiaojun Jia YueFeng Chen Xiaofeng Mao Ranjie Duan Jindong Gu Rong Zhang H. Xue Xiaochun Cao AAML 24 9 0 22 Aug 2023
CoNe: Contrast Your Neighbours for Supervised Image Classification Mingkai Zheng Shan You Lang Huang Xiu Su Fei Wang Chao Qian Xiaogang Wang Chang Xu VLM 31 0 0 21 Aug 2023
Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models Peiyan Zhang Hao Liu Chaozhuo Li Xing Xie Sunghun Kim Haohan Wang VLM OOD 42 8 0 21 Aug 2023
Turning Waste into Wealth: Leveraging Low-Quality Samples for Enhancing Continuous Conditional Generative Adversarial Networks Xin Ding Yongwei Wang Zuheng Xu 34 1 0 20 Aug 2023
TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective Jun Dan Yang Liu Haoyu Xie Jiankang Deng H. Xie Xuansong Xie Baigui Sun ViT 28 21 0 20 Aug 2023
Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation Dan Zhang K. Sakmann William H. Beluch Robin Hutmacher Yumeng Li 37 4 0 19 Aug 2023
The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and Segmentation Junhui Liang Yang Liu Vladimir Vlassov 28 4 0 18 Aug 2023
Generative Machine Listener Guanxin Jiang Lars Villemoes A. Biswas 18 2 0 18 Aug 2023
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation Berke Doga Basaran Weitong Zhang Mengyun Qiao Bernhard Kainz Paul M. Matthews Wenjia Bai MedIm 34 6 0 17 Aug 2023
MixBag: Bag-Level Data Augmentation for Learning from Label Proportions Takanori Asanomi Shinnosuke Matsuo D. Suehiro Ryoma Bise 22 8 0 17 Aug 2023
KernelWarehouse: Towards Parameter-Efficient Dynamic Convolution Chao Li Anbang Yao 38 6 0 16 Aug 2023
S-Mixup: Structural Mixup for Graph Neural Networks Jung-Hyun Kim Sukwon Yun Chanyoung Park 32 2 0 16 Aug 2023
Semantic Equivariant Mixup Zongbo Han Tianchi Xie Bing Wu Qinghua Hu Changqing Zhang AAML 75 0 0 12 Aug 2023
Vision Backbone Enhancement via Multi-Stage Cross-Scale Attention Liang Shang Yanli Liu Zhengyang Lou Shuxue Quan N. Adluru Bochen Guan W. Sethares 44 2 0 10 Aug 2023
Temporally-Adaptive Models for Efficient Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Yingya Zhang Ziwei Liu Marcelo H. Ang 46 9 0 10 Aug 2023
Self-supervised Learning of Rotation-invariant 3D Point Set Features using Transformer and its Self-distillation T. Furuya Zhoujie Chen Ryutarou Ohbuchi Zhenzhong Kuang 3DPC 31 2 0 09 Aug 2023
Which Tokens to Use? Investigating Token Reduction in Vision Transformers Joakim Bruslund Haurum Sergio Escalera Graham W. Taylor T. Moeslund ViT 51 34 0 09 Aug 2023
Prune Spatio-temporal Tokens by Semantic-aware Temporal Accumulation Shuangrui Ding Peisen Zhao Xiaopeng Zhang Rui Qian H. Xiong Qi Tian ViT 29 16 0 08 Aug 2023
All-pairs Consistency Learning for Weakly Supervised Semantic Segmentation Weixuan Sun Yanhao Zhang Zhen Qin Zheyuan Liu Lin Cheng Fanyi Wang Yiran Zhong Nick Barnes ViT 41 4 0 08 Aug 2023
Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning Haksub Kim Jiyoung Lee S. Park Kwanghoon Sohn CoGe 37 11 0 08 Aug 2023
Prompted Contrast with Masked Motion Modeling: Towards Versatile 3D Action Representation Learning Jiahang Zhang Lilang Lin Jiaying Liu SSL 34 15 0 08 Aug 2023
DiT: Efficient Vision Transformers with Dynamic Token Routing Yuchen Ma Zhengcong Fei Junshi Huang ViT 26 2 0 07 Aug 2023
APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses Tianrui Qin Xitong Gao Juanjuan Zhao Kejiang Ye Chengjie Xu AAML 28 6 0 07 Aug 2023
G-Mix: A Generalized Mixup Learning Framework Towards Flat Minima Xingyu Li Bo Tang AAML 25 0 0 07 Aug 2023
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation Lian Xu Bennamoun F. Boussaïd Hamid Laga Wanli Ouyang Dan Xu ViT 42 15 0 06 Aug 2023
Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation Yiyang Chen Shanshan Zhao Changxing Ding Liyao Tang Chaoyue Wang Dacheng Tao 3DPC 35 2 0 05 Aug 2023
Improving Generalization of Image Captioning with Unsupervised Prompt Learning Hongchen Wei Zhenzhong Chen VLM 47 3 0 05 Aug 2023
MiAMix: Enhancing Image Classification through a Multi-stage Augmented Mixed Sample Data Augmentation Method Wen-Chieh Liang Youzhi Liang Jianguo Jia 18 25 0 05 Aug 2023
Eva: A General Vectorized Approximation Framework for Second-order Optimization Lin Zhang Shaoshuai Shi Yue Liu 33 1 0 04 Aug 2023
SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems Moon Ye-Bin Nam Hyeon-Woo Wonseok Choi Nayeong Kim Suha Kwak Tae-Hyun Oh DiffM 27 4 0 02 Aug 2023
A Novel Cross-Perturbation for Single Domain Generalization Dongjia Zhao Lei Qi Xiao Shi Yinghuan Shi Xin Geng 33 2 0 02 Aug 2023
Gradient Scaling on Deep Spiking Neural Networks with Spike-Dependent Local Information Seong Gon Park Jeonghee Jo Jongkil Park Yeonjoo Jeong Jaewook Kim ... Inho Kim Jong-Keuk Park Kyeong-Seok Lee Gyeongyeon Hwang Hyun Jae Jang 36 0 0 01 Aug 2023
FLatten Transformer: Vision Transformer using Focused Linear Attention Dongchen Han Xuran Pan Yizeng Han Shiji Song Gao Huang 28 158 0 01 Aug 2023
Learning to Generate Training Datasets for Robust Semantic Segmentation Marwane Hariat Olivier Laurent Rémi Kazmierczak Shihao Zhang Andrei Bursuc Angela Yao Gianni Franchi UQCV 21 2 0 01 Aug 2023
Deep Image Harmonization with Learnable Augmentation Li Niu Junyan Cao Wenyan Cong Liqing Zhang 29 6 0 01 Aug 2023
Zero-Shot Learning by Harnessing Adversarial Samples Zhi Chen P. Zhang Jingjing Li Sen Wang Zi Huang VLM 59 19 0 01 Aug 2023
Improving Pixel-based MIM by Reducing Wasted Modeling Capability Yuan Liu Songyang Zhang Jiacheng Chen Zhaohui Yu Kai-xiang Chen Dahua Lin 40 29 0 01 Aug 2023
DPMix: Mixture of Depth and Point Cloud Video Experts for 4D Action Segmentation Yue Zhang Hehe Fan Yi Yang Mohan S. Kankanhalli 3DPC 20 1 0 31 Jul 2023
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding Zihan Li Yuan Zheng Xiangde Luo Dandan Shan Qingqi Hong 31 23 0 30 Jul 2023
FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines Matthew Barker Emma Kallina D. Ashok Katherine M. Collins Ashley Casovan Adrian Weller Ameet Talwalkar Valerie Chen Umang Bhatt 38 5 0 28 Jul 2023
The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation Lingdong Kong Yaru Niu Shaoyuan Xie Hanjiang Hu Lai Xing Ng ... Zhenyu Li Runze Chen Haiyong Luo Fang Zhao Jing Yu 43 13 0 27 Jul 2023
Mixture of Self-Supervised Learning Aristo Renaldo Ruslim N. Yudistira B. Setiawan SSL 13 0 0 27 Jul 2023
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation Jianan Fan Dongnan Liu Hang Chang Heng-Chiao Huang Mei Chen Weidong (Tom) Cai OOD 36 9 0 27 Jul 2023
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation Moon Ye-Bin Jisoo Kim Hong-Kyu Kim Kilho Son Tae-Hyun Oh 37 9 0 27 Jul 2023
Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network Zhibo Tain Xiaolin Zhang Peng Zhang Kun Zhan 38 9 0 26 Jul 2023
Regularizing Neural Networks with Meta-Learning Generative Models Shin'ya Yamaguchi Daiki Chijiwa Sekitoshi Kanai Atsutoshi Kumagai H. Kashima 49 5 0 26 Jul 2023