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
A Survey on Multimodal Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang Syed Tousiful Haque Yan Yan A. Ngu 77 7 0 14 Apr 2024
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Qinghe Ma Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 50 7 0 13 Apr 2024
Realistic Continual Learning Approach using Pre-trained Models Nadia Nasri Carlos Gutiérrez-Álvarez Sergio Lafuente-Arroyo Saturnino Maldonado-Bascón Roberto J. López-Sastre CLL 43 0 0 11 Apr 2024
GANsemble for Small and Imbalanced Data Sets: A Baseline for Synthetic Microplastics Data Daniel Platnick Sourena Khanzadeh Alireza Sadeghian Richard Valenzano 38 1 0 10 Apr 2024
Adapting LLaMA Decoder to Vision Transformer Jiahao Wang Wenqi Shao Yonghong Tian Chengyue Wu Yong Liu Taiqiang Wu Kaipeng Zhang Songyang Zhang Kai-xiang Chen Ping Luo MLLM 40 4 0 10 Apr 2024
Automated National Urban Map Extraction Hasan Nasrallah A. Samhat Cristiano Nattero A. Ghandour 16 0 0 09 Apr 2024
Out-of-Distribution Data: An Acquaintance of Adversarial Examples -- A Survey Naveen Karunanayake Ravin Gunawardena Suranga Seneviratne Sanjay Chawla OOD 56 5 0 08 Apr 2024
DELTA: Decoupling Long-Tailed Online Continual Learning S. Raghavan Jiangpeng He F. Zhu 80 2 0 06 Apr 2024
Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models Sang-Sub Jang Jaehyeong Jo Kimin Lee Sung Ju Hwang 29 15 0 05 Apr 2024
Learning Correlation Structures for Vision Transformers Manjin Kim Paul Hongsuck Seo Cordelia Schmid Minsu Cho ViT 42 7 0 05 Apr 2024
DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models Khawar Islam Muhammad Zaigham Zaheer Arif Mahmood Karthik Nandakumar DiffM 37 28 0 05 Apr 2024
Performance of computer vision algorithms for fine-grained classification using crowdsourced insect images Rita Pucci Vincent J. Kalkman Dan Stowell 23 2 0 04 Apr 2024
DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets Harsh Rangwani Pradipto Mondal Mayank Mishra Ashish Ramayee Asokan R. V. Babu 39 8 0 03 Apr 2024
Semi-Supervised Unconstrained Head Pose Estimation in the Wild Huayi Zhou Fei Jiang Hongtao Lu Yong Rui Hongtao Lu Kui Jia 67 0 0 03 Apr 2024
Adaptive Feature Fusion Neural Network for Glaucoma Segmentation on Unseen Fundus Images Jiyuan Zhong Hu Ke Ming Yan MedIm 29 1 0 02 Apr 2024
CAM-Based Methods Can See through Walls Magamed Taimeskhanov R. Sicre Damien Garreau 28 1 0 02 Apr 2024
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss Jaeha Kim Junghun Oh Kyoung Mu Lee SupR 35 2 0 02 Apr 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning Hongwei Zheng Linyuan Zhou Han Li Jinming Su Xiaoming Wei Xiaoming Xu 42 4 0 01 Apr 2024
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning Rongjie Li Yu Wu Xuming He MLLM LRM VLM 30 2 0 01 Apr 2024
Machine Learning Robustness: A Primer Houssem Ben Braiek Foutse Khomh AAML OOD 42 6 0 01 Apr 2024
Prompt Learning via Meta-Regularization Jinyoung Park Juyeon Ko Hyunwoo J. Kim VLM VPVLM 50 14 0 01 Apr 2024
Weakly-Supervised Cross-Domain Segmentation of Electron Microscopy with Sparse Point Annotation Dafei Qiu Shan Xiong Jiajin Yi Jialin Peng 39 1 0 31 Mar 2024
SpiralMLP: A Lightweight Vision MLP Architecture Haojie Mu Burhan Ul Tayyab Nicholas Chua 45 0 0 31 Mar 2024
Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model Jihun Kim Dahyun Kim Hyungrok Jung Taeil Oh Jonghyun Choi MQ 49 0 0 30 Mar 2024
On Inherent Adversarial Robustness of Active Vision Systems Amitangshu Mukherjee Timur Ibrayev Kaushik Roy AAML 54 0 0 29 Mar 2024
Colorful Cutout: Enhancing Image Data Augmentation with Curriculum Learning Juhwan Choi Youngbin Kim 43 1 0 29 Mar 2024
Rewrite the Stars Xu Ma Xiyang Dai Yue Bai Yizhou Wang Yun Fu 44 97 0 29 Mar 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection Ali Behrouz Michele Santacatterina Ramin Zabih 55 31 0 29 Mar 2024
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs Donghyun Kim Byeongho Heo Dongyoon Han 50 14 0 28 Mar 2024
ViTAR: Vision Transformer with Any Resolution Qihang Fan Quanzeng You Xiaotian Han Yongfei Liu Yunzhe Tao Huaibo Huang Ran He Hongxia Yang ViT 50 15 0 27 Mar 2024
Selective Mixup Fine-Tuning for Optimizing Non-Decomposable Objectives Shrinivas Ramasubramanian Harsh Rangwani S. Takemori Kunal Samanta Yuhei Umeda Venkatesh Babu Radhakrishnan 49 0 0 27 Mar 2024
Tiny Models are the Computational Saver for Large Models Qingyuan Wang B. Cardiff Antoine Frappé Benoît Larras Deepu John 49 2 0 26 Mar 2024
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition Chenhongyi Yang Zehui Chen Miguel Espinosa Linus Ericsson Zhenyu Wang Jiaming Liu Elliot J. Crowley Mamba 41 89 0 26 Mar 2024
Neural Clustering based Visual Representation Learning Guikun Chen Xia Li Yi Yang Wenguan Wang SSL 39 8 0 26 Mar 2024
SSF3D: Strict Semi-Supervised 3D Object Detection with Switching Filter Songbur Wong 3DPC 40 1 0 26 Mar 2024
New Intent Discovery with Attracting and Dispersing Prototype Shun Zhang Jian Yang Jiaqi Bai Chaoran Yan Tongliang Li Zhao Yan Zhoujun Li 51 4 0 25 Mar 2024
Domain Adaptive Detection of MAVs: A Benchmark and Noise Suppression Network Yin Zhang Jinhong Deng Peidong Liu Wen Li Shiyu Zhao 43 3 0 25 Mar 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation Aysim Toker Marvin Eisenberger Daniel Cremers Laura Leal-Taixé DiffM 32 23 0 25 Mar 2024
Training Generative Adversarial Network-Based Vocoder with Limited Data Using Augmentation-Conditional Discriminator Takuhiro Kaneko Hirokazu Kameoka Kou Tanaka 34 0 0 25 Mar 2024
SM2C: Boost the Semi-supervised Segmentation for Medical Image by using Meta Pseudo Labels and Mixed Images Yifei Wang Chuhong Zhu 31 0 0 24 Mar 2024
Boosting Few-Shot Learning via Attentive Feature Regularization Xingyu Zhu Shuo Wang Jinda Lu Yanbin Hao Haifeng Liu Xiangnan He 40 9 0 23 Mar 2024
Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression Hancheng Ye Chong Yu Peng Ye Renqiu Xia Yansong Tang Jiwen Lu Tao Chen Bo Zhang 56 3 0 23 Mar 2024
Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels Cosmin Ciausu Deepa Krishnaswamy Benjamin Billot Steve Pieper Ron Kikinis Andrey Fedorov 35 1 0 22 Mar 2024
ParFormer: Vision Transformer Baseline with Parallel Local Global Token Mixer and Convolution Attention Patch Embedding Novendra Setyawan Ghufron Wahyu Kurniawan Chi-Chia Sun Jun-Wei Hsieh Hui-Kai Su W. Kuo ViT MoE 47 0 0 22 Mar 2024
Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive Segmentation Wenlve Zhou Zhiheng Zhou Tianlei Wang Delu Zeng 48 0 0 22 Mar 2024
Controlled Training Data Generation with Diffusion Models Teresa Yeo Andrei Atanov Harold Benoit Aleksandr Alekseev Ruchira Ray Pooya Esmaeil Akhoondi Amir Zamir 52 4 0 22 Mar 2024
SynerMix: Synergistic Mixup Solution for Enhanced Intra-Class Cohesion and Inter-Class Separability in Image Classification Ye Xu Ya Gao Xiaorong Qiu Yang Chen Ying Ji 32 0 0 21 Mar 2024
DreamDA: Generative Data Augmentation with Diffusion Models Yunxiang Fu Chaoqi Chen Yu Qiao Yizhou Yu VLM DiffM 45 13 0 19 Mar 2024
PCT: Perspective Cue Training Framework for Multi-Camera BEV Segmentation Haruya Ishikawa Takumi Iida Yoshinori Konishi Yoshimitsu Aoki 32 2 0 19 Mar 2024
NTK-Guided Few-Shot Class Incremental Learning Jingren Liu Zhong Ji Yanwei Pang YunLong Yu CLL 44 3 0 19 Mar 2024