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 / 2,500 papers shown

Title
SL-YOLO: A Stronger and Lighter Drone Target Detection Model Defan Chen Luchan Zhang ObjD 89 0 0 18 Nov 2024
Generalizable Person Re-identification via Balancing Alignment and Uniformity Y. Cho JaeYoon Kim Woo Jae Kim Junsik Jung Sung-eui Yoon CVBM OOD 82 0 0 18 Nov 2024
MaskMedPaint: Masked Medical Image Inpainting with Diffusion Models for Mitigation of Spurious Correlations Qixuan Jin Walter Gerych Marzyeh Ghassemi DiffM MedIm 33 0 0 16 Nov 2024
On the Surprising Effectiveness of Attention Transfer for Vision Transformers Alexander C. Li Yuandong Tian Bin Chen Deepak Pathak Xinlei Chen 43 0 0 14 Nov 2024
Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination Anindya Sundar Das Guansong Pang M. Bhuyan 36 0 0 14 Nov 2024
Breaking the Low-Rank Dilemma of Linear Attention Qihang Fan Huaibo Huang Ran He 47 1 0 12 Nov 2024
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 76 2 0 11 Nov 2024
The Impact of Semi-Supervised Learning on Line Segment Detection Johanna Engman Karl Åström Magnus Oskarsson 33 0 0 07 Nov 2024
An Open API Architecture to Discover the Trustworthy Explanation of Cloud AI Services Zerui Wang Yan Liu Jun Huang 54 1 0 05 Nov 2024
Enhancing Adversarial Robustness via Uncertainty-Aware Distributional Adversarial Training Junhao Dong Xinghua Qu Zhiyuan Wang Yew-Soon Ong AAML 52 1 0 05 Nov 2024
Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation Adaptation Yan Li Weiwei Guo Xue Yang Ning Liao Shaofeng Zhang Yi Yu Wenxian Yu Junchi Yan ObjD 40 0 0 04 Nov 2024
Learning Where to Edit Vision Transformers Yunqiao Yang Long-Kai Huang Shengzhuang Chen Kede Ma Ying Wei KELM 35 1 0 04 Nov 2024
A Study of Data Augmentation Techniques to Overcome Data Scarcity in Wound Classification using Deep Learning Harini Narayanan Sindhu Ghanta 23 0 0 04 Nov 2024
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models Junjiao Tian Chengyue Huang Z. Kira 41 1 0 03 Nov 2024
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation Seongsu Ha Chaeyun Kim Donghwa Kim Junho Lee Sangho Lee Joonseok Lee 50 2 0 03 Nov 2024
Inducing Semi-Structured Sparsity by Masking for Efficient Model Inference in Convolutional Networks David A. Danhofer 32 0 0 01 Nov 2024
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets Adrian Iordache B. Alexe Radu Tudor Ionescu 31 1 0 29 Oct 2024
Decoupled Data Augmentation for Improving Image Classification Ruoxin Chen Zhe Wang Ke-Yue Zhang Shuang Wu Jiamu Sun Shouli Wang Taiping Yao Shouhong Ding DiffM 39 2 0 29 Oct 2024
ByteNet: Rethinking Multimedia File Fragment Classification through Visual Perspectives Wenyang Liu Kejun Wu Tianyi Liu Yi Wang Kim-Hui Yap Lap-Pui Chau 34 3 0 28 Oct 2024
Anatomical 3D Style Transfer Enabling Efficient Federated Learning with Extremely Low Communication Costs Yuto Shibata Yasunori Kudo Yohei Sugawara 21 0 0 26 Oct 2024
Enhancing pretraining efficiency for medical image segmentation via transferability metrics Gábor Hidy Bence Bakos András Lukács 30 1 0 24 Oct 2024
Probabilistic Language-Image Pre-Training Sanghyuk Chun Wonjae Kim Song Park Sangdoo Yun MLLM VLM CLIP 132 4 2 24 Oct 2024
Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation Muquan Li Dongyang Zhang Tao He Xiurui Xie Yuan-Fang Li Ke Qin 25 1 0 23 Oct 2024
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation Jiamu Wang Jin Tae Kwak 26 0 0 22 Oct 2024
Granularity Matters in Long-Tail Learning Shizhen Zhao Xin Wen Jiaheng Liu Chuofan Ma C. Yuan Xiaojuan Qi 34 0 0 21 Oct 2024
Random Token Fusion for Multi-View Medical Diagnosis Jingyu Guo Christos Matsoukas Fredrik Strand Kevin Smith MedIm 29 0 0 21 Oct 2024
Exploring Stronger Transformer Representation Learning for Occluded Person Re-Identification Zhangjian Ji Donglin Cheng K. Feng ViT 31 0 0 21 Oct 2024
Adversarial Training: A Survey Mengnan Zhao Lihe Zhang Jingwen Ye Huchuan Lu Baocai Yin Xinchao Wang AAML 28 1 0 19 Oct 2024
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation Shiao Xie Haoran Wang Ziwei Niu Hao Sun Shuyi Ouyang Yen-Wei Chen Lanfen Lin 21 0 0 17 Oct 2024
SDI-Paste: Synthetic Dynamic Instance Copy-Paste for Video Instance Segmentation Sahir Shrestha Weihao Li Gao Zhu Nick Barnes DiffM 31 0 0 16 Oct 2024
DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain Fengpeng Li Kemou Li Haiwei Wu Jinyu Tian Jiantao Zhou AAML 34 1 0 16 Oct 2024
MoH: Multi-Head Attention as Mixture-of-Head Attention Peng Jin Bo Zhu Li Yuan Shuicheng Yan MoE 31 13 0 15 Oct 2024
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation Zhan Fa Shumeng Li Jian Zhang Lei Qi Qian Yu Yinghuan Shi 28 0 0 15 Oct 2024
Browsing without Third-Party Cookies: What Do You See? Maxwell Lin Shihan Lin Helen Wu Karen Wang Xiaowei Yang BDL 56 8 0 14 Oct 2024
RICASSO: Reinforced Imbalance Learning with Class-Aware Self-Supervised Outliers Exposure Xuzhi Zhang Sin Chee Chin Tingxuan Gao Wenming Yang 33 0 0 14 Oct 2024
Exploring Semi-Supervised Learning for Online Mapping Adam Lilja Erik Wallin Junsheng Fu Lars Hammarstrand SSL 48 1 0 14 Oct 2024
Locality Alignment Improves Vision-Language Models Ian Covert Tony Sun James Zou Tatsunori Hashimoto VLM 70 4 0 14 Oct 2024
High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity Qian Yu Peng-Tao Jiang Hao Zhang Jinwei Chen Bo Li Lihe Zhang Huchuan Lu 49 2 0 14 Oct 2024
PrivQuant: Communication-Efficient Private Inference with Quantized Network/Protocol Co-Optimization Tianshi Xu Shuzhang Zhong Wenxuan Zeng Runsheng Wang Meng Li MQ 31 0 0 12 Oct 2024
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention Nguyen Huu Bao Long Chenyu Zhang Yuzhi Shi Tsubasa Hirakawa Takayoshi Yamashita Tohgoroh Matsui H. Fujiyoshi 36 2 0 11 Oct 2024
The Effects of Hallucinations in Synthetic Training Data for Relation Extraction Steven Rogulsky Nicholas Popovic Michael Färber HILM 35 1 0 10 Oct 2024
BA-Net: Bridge Attention in Deep Neural Networks Ronghui Zhang Runzong Zou Yue Zhao Zirui Zhang Junzhou Chen Yue Cao Chuan Hu Houbing Song 36 0 0 10 Oct 2024
Understanding Adversarially Robust Generalization via Weight-Curvature Index Yuelin Xu Xiao Zhang AAML 32 0 0 10 Oct 2024
Surgical Depth Anything: Depth Estimation for Surgical Scenes using Foundation Models Ange Lou Yamin Li Yike Zhang Jack Noble MedIm 31 4 0 09 Oct 2024
Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis Ahmed Abdullah Nikolas Ebert Oliver Wasenmüller ObjD 33 1 0 09 Oct 2024
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model Fei Xie Weijia Zhang Zhongdao Wang Chao Ma Mamba 29 3 0 09 Oct 2024
MatMamba: A Matryoshka State Space Model Abhinav Shukla Sai H. Vemprala Aditya Kusupati Ashish Kapoor Mamba 28 0 0 09 Oct 2024
MaskBlur: Spatial and Angular Data Augmentation for Light Field Image Super-Resolution Wentao Chao Fuqing Duan Yulan Guo Guanghui Wang 34 1 0 09 Oct 2024
Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learning Siyuan Li Juanxi Tian Zedong Wang Luyuan Zhang Zicheng Liu Weiyang Jin Yang Liu Baigui Sun Stan Z. Li 34 0 0 08 Oct 2024
NegMerge: Consensual Weight Negation for Strong Machine Unlearning Hyoseo Kim Dongyoon Han Junsuk Choe MoMe MU 31 1 0 08 Oct 2024