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Papers for “image classification”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

TitleAuthorsYearSource
Understanding Calibration of Deep Neural Networks for Medical Image ClassificationAbhishek Singh Sambyal, Usma Niyaz, Narayanan C. Krishnan2023arxiv 2309.13132
Attention-Challenging Multiple Instance Learning for Whole Slide Image ClassificationYunlong Zhang, Honglin Li, Yuxuan Sun2023arxiv 2311.07125
Non-parametric regularization for class imbalance federated medical image classificationJeffry Wicaksana, Zengqiang Yan, Kwang-Ting Cheng2024arxiv 2407.12446
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image ClassificationYan He, Bing Tu, Bo Liu2024arxiv 2405.12487
Evolution-aware VAriance (EVA) Coreset Selection for Medical Image ClassificationYuxin Hong, Xiao Zhang, Xin Zhang2024arxiv 2406.05677
Diabetic retinopathy image classification method based on GreenBen data augmentationYutong Liu, Jie Gao, Haijiang Zhu2024arxiv 2410.09444
Evaluating the Fairness of Neural Collapse in Medical Image ClassificationKaouther Mouheb, Marawan Elbatel, Stefan Klein2024arxiv 2407.05843
Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image ClassificationYimin Zhu, Linlin Xu2025arxiv 2502.19699
MADS: Multi-Attribute Document Supervision for Zero-Shot Image ClassificationXiangyan Qu, Jing Yu, Jiamin Zhuang2025arxiv 2503.06847
Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image ClassificationMuhammad Ahmad, Muhammad Hassaan Farooq Butt, Adil Mehmood Khan2024arxiv 2408.01372
Hybrid CNN Bi-LSTM neural network for Hyperspectral image classificationAlok Ranjan Sahoo, Pavan Chakraborty2024arxiv 2402.10026
Understanding Robustness of Visual State Space Models for Image ClassificationChengbin Du, Yanxi Li, Chang Xu2024arxiv 2403.10935
3D-Convolution Guided Spectral-Spatial Transformer for Hyperspectral Image ClassificationShyam Varahagiri, Aryaman Sinha, Shiv Ram Dubey2024arxiv 2404.13252
A Lightweight Neural Architecture Search Model for Medical Image ClassificationLunchen Xie, Eugenio Lomurno, Matteo Gambella2024arxiv 2405.03462
Multi-scale Efficient Graph-Transformer for Whole Slide Image ClassificationSaisai Ding, Juncheng Li, Jun Wang2023arxiv 2305.15773
Explainable Deep Learning Methods in Medical Image Classification: A SurveyCristiano Patrício, João C. Neves, Luís F. Teixeira2022arxiv 2205.04766
Semantic-Aware Dual Contrastive Learning for Multi-label Image ClassificationLeilei Ma, Dengdi Sun, Lei Wang2023arxiv 2307.09715
Benchmarking Large Language Models for Image Classification of Marine MammalsYijiashun Qi, Shuzhang Cai, Zunduo Zhao2024arxiv 2410.19848
Discrete Wavelet Transform-Based Capsule Network for Hyperspectral Image ClassificationZhiqiang Gao, Jiaqi Wang, Hangchi Shen2025arxiv 2501.04643
Hierarchical Vision Transformer with Prototypes for Interpretable Medical Image ClassificationLuisa Gallée, Catharina Silvia Lisson, Meinrad Beer2025arxiv 2502.08997