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
Scaling Graph Convolutions for Mobile Vision William Avery Mustafa Munir R. Marculescu GNN 45 4 0 09 Jun 2024
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives Thong Nguyen Yi Bin Junbin Xiao Leigang Qu Yicong Li Jay Zhangjie Wu Cong-Duy Nguyen See-Kiong Ng Luu Anh Tuan VLM 61 10 1 09 Jun 2024
Select-Mosaic: Data Augmentation Method for Dense Small Object Scenes Hao Zhang Shuaijie Zhang Renbin Zou 42 1 0 08 Jun 2024
C-Mamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting Chaolv Zeng Zhanyu Liu Guanjie Zheng Linghe Kong Mamba 58 5 0 08 Jun 2024
MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks Xingkui Zhu Yiran Guan Dingkang Liang Yuchao Chen Yuliang Liu Xiang Bai MoE 48 5 0 07 Jun 2024
CORU: Comprehensive Post-OCR Parsing and Receipt Understanding Dataset Abdelrahman Abdallah Mahmoud Abdalla M. Kasem Mohamed Mahmoud Ibrahim Abdelhalim Mohamed Elkasaby Yasser Elbendary Adam Jatowt 39 0 0 06 Jun 2024
Semmeldetector: Application of Machine Learning in Commercial Bakeries Thomas H. Schmitt Maximilian Bundscherer Tobias Bocklet 23 1 0 06 Jun 2024
SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN Kang You Zekai Xu Chen Nie Zhijie Deng Qinghai Guo Xiang Wang Zhezhi He 42 10 0 05 Jun 2024
Nonlinear Transformations Against Unlearnable Datasets T. Hapuarachchi Jing Lin Kaiqi Xiong Mohamed Rahouti Gitte Ost 32 1 0 05 Jun 2024
SMCL: Saliency Masked Contrastive Learning for Long-tailed Recognition Sanglee Park Seung-won Hwang Jungmin So 51 0 0 04 Jun 2024
EMOE: Expansive Matching of Experts for Robust Uncertainty Based Rejection Yunni Qu James Wellnitz Alexander Tropsha Junier Oliva 44 0 0 03 Jun 2024
Sensitivity-Informed Augmentation for Robust Segmentation L. Zheng Wenjie Wei Tony Wu Jacob Clements Shreelekha Revankar Andre Harrison Yu Shen Ming-Chyuan Lin AAML 42 0 0 03 Jun 2024
Mixup Augmentation with Multiple Interpolations Lifeng Shen Jincheng Yu Hansi Yang James T. Kwok 31 0 0 03 Jun 2024
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis Linshan Wu Jiaxin Zhuang Xuefeng Ni Hao Chen MedIm 36 12 0 03 Jun 2024
DANCE: Dual-View Distribution Alignment for Dataset Condensation Hansong Zhang Shikun Li Fanzhao Lin Weiping Wang Zhenxing Qian Shiming Ge DD 52 4 0 03 Jun 2024
Robust Classification by Coupling Data Mollification with Label Smoothing Markus Heinonen Ba-Hien Tran Michael Kampffmeyer Maurizio Filippone 73 0 0 03 Jun 2024
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data Thibault Simonetto Salah Ghamizi Maxime Cordy AAML OOD 44 2 0 02 Jun 2024
Diff-Mosaic: Augmenting Realistic Representations in Infrared Small Target Detection via Diffusion Prior Yukai Shi Yu-Hsiang Lin Pengxu Wei Xiaoyu Xian Tianshui Chen Liang Lin 50 7 0 02 Jun 2024
Memory-guided Network with Uncertainty-based Feature Augmentation for Few-shot Semantic Segmentation Xinyue Chen Miaojing Shi 48 0 0 01 Jun 2024
Complex Style Image Transformations for Domain Generalization in Medical Images Nikolaos Spanos Anastasios Arsenos P. Theofilou Paraskevi Tzouveli Athanasios Voulodimos Stefanos D. Kollias OOD MedIm 35 0 0 01 Jun 2024
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation Wooseok Shin Hyun Joon Park Jin Sob Kim Sung Won Han VLM 46 7 0 31 May 2024
FaceMixup: Enhancing Facial Expression Recognition through Mixed Face Regularization Fabio A. Faria Mateus M. Souza R. F. D. S. Teixeira Maurício Pamplona Segundo 53 0 0 30 May 2024
Open-Set Domain Adaptation for Semantic Segmentation Seun-An Choe Ah-Hyung Shin Keon-Hee Park Jinwoo Choi Gyeong-Moon Park 32 6 0 30 May 2024
Improving Object Detector Training on Synthetic Data by Starting With a Strong Baseline Methodology Frank Ruis Alma M. Liezenga Friso G. Heslinga Luca Ballan Thijs A. Eker Richard J. M. den Hollander Martin C. van Leeuwen Judith Dijk Wyke Huizinga 38 4 0 30 May 2024
EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision Yiting Dong Xiang He Guobin Shen Dongcheng Zhao Yang Li Yi Zeng 43 0 0 29 May 2024
MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution Wenzhuo Liu Fei Zhu Shijie Ma Cheng-Lin Liu 33 4 0 28 May 2024
SSLChange: A Self-supervised Change Detection Framework Based on Domain Adaptation Yitao Zhao Turgay Celik Nanqing Liu Feng Gao Heng-Chao Li 37 4 0 28 May 2024
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation Junehyoung Kwon Eunju Lee Yunsung Cho Youngbin Kim 53 4 0 28 May 2024
RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks Seonghyeon Hwang Minsu Kim Steven Euijong Whang NoLa 46 2 0 28 May 2024
Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation Amir El-Ghoussani Julia Hornauer Gustavo Carneiro Vasileios Belagiannis MDE 30 0 0 27 May 2024
Hardness-Aware Scene Synthesis for Semi-Supervised 3D Object Detection Shuai Zeng Wenzhao Zheng Jiwen Lu Haibin Yan 3DPC 46 1 0 27 May 2024
PanoTree: Autonomous Photo-Spot Explorer in Virtual Reality Scenes Tomohiro Hayase Braun Sacha Hikari Yanagawa Itsuki Orito Yuichi Hiroi 3DPC 51 0 0 27 May 2024
Disentangling and Integrating Relational and Sensory Information in Transformer Architectures Awni Altabaa John Lafferty 37 3 0 26 May 2024
Demystify Mamba in Vision: A Linear Attention Perspective Dongchen Han Ziyi Wang Zhuofan Xia Yizeng Han Yifan Pu Chunjiang Ge Jun Song Shiji Song Bo Zheng Gao Huang Mamba 34 51 0 26 May 2024
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception Shuangpeng Han Ziyu Wang Mengmi Zhang 38 0 0 26 May 2024
A better approach to diagnose retinal diseases: Combining our Segmentation-based Vascular Enhancement with deep learning features Yuzhuo Chen Zetong Chen Yuanyuan Liu 31 0 0 25 May 2024
Unsupervised Meta-Learning via In-Context Learning Anna Vettoruzzo Lorenzo Braccaioli Joaquin Vanschoren M. Nowaczyk SSL 72 0 0 25 May 2024
Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images Yiran Luo Joshua Forster Feinglass Tejas Gokhale Kuan-Cheng Lee Chitta Baral Yezhou Yang 37 0 0 24 May 2024
Towards Natural Machine Unlearning Zhengbao He Tao Li Xinwen Cheng Zhehao Huang Xiaolin Huang MU 33 3 0 24 May 2024
Retro: Reusing teacher projection head for efficient embedding distillation on Lightweight Models via Self-supervised Learning Khanh-Binh Nguyen Chae Jung Park 34 0 0 24 May 2024
Better Membership Inference Privacy Measurement through Discrepancy Ruihan Wu Pengrun Huang Kamalika Chaudhuri MIACV 40 0 0 24 May 2024
What Variables Affect Out-Of-Distribution Generalization in Pretrained Models? Md Yousuf Harun Kyungbok Lee Jhair Gallardo Giri Krishnan Christopher Kanan 46 3 0 23 May 2024
Concept Visualization: Explaining the CLIP Multi-modal Embedding Using WordNet Loris Giulivi Giacomo Boracchi 27 2 0 23 May 2024
SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation Kai Yao Zhaorui Tan Zixian Su Xi Yang Jie Sun Kaizhu Huang 49 0 0 23 May 2024
Configuring Data Augmentations to Reduce Variance Shift in Positional Embedding of Vision Transformers Bum Jun Kim Sang Woo Kim ViT 43 1 0 23 May 2024
LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate A. Fuller Daniel G. Kyrollos Yousef Yassin James R. Green 54 2 0 22 May 2024
Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning Yimeng Shan Malu Zhang Rui-jie Zhu Xuerui Qiu Jason K. Eshraghian Haicheng Qu 47 6 0 22 May 2024
Audio Mamba: Pretrained Audio State Space Model For Audio Tagging Jiaju Lin Haoxuan Hu Mamba 39 7 0 22 May 2024
Semantic Equitable Clustering: A Simple, Fast and Effective Strategy for Vision Transformer Qihang Fan Huaibo Huang Mingrui Chen Ran He 51 0 0 22 May 2024
Vision Transformer with Sparse Scan Prior Qihang Fan Huaibo Huang Mingrui Chen Ran He ViT 48 5 0 22 May 2024