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Papers for “image classification”

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

TitleAuthorsYearSource
Spatial-Aware Conformal Prediction for Trustworthy Hyperspectral Image ClassificationKangdao Liu, Tianhao Sun, Hao Zeng2024arxiv 2409.01236
WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image ClassificationMuhammad Ahmad, Muhammad Usama, Manuel Mazzara2024arxiv 2408.01231
Dual-Branch Subpixel-Guided Network for Hyperspectral Image ClassificationZhu Han, Jin Yang, Lianru Gao2024arxiv 2412.03893
Multi-Scale Transformer Architecture for Accurate Medical Image ClassificationJiacheng Hu, Yanlin Xiang, Yang Lin2025arxiv 2502.06243
A Bayesian Approach to OOD Robustness in Image ClassificationPrakhar Kaushik, Adam Kortylewski, Alan Yuille2024arxiv 2403.07277
Multi-head Spatial-Spectral Mamba for Hyperspectral Image ClassificationMuhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama2024arxiv 2408.01224
Human and AI Perceptual Differences in Image Classification ErrorsMinghao Liu, Jiaheng Wei, Yang Liu2023arxiv 2304.08733
InfoDisent: Explainability of Image Classification Models by Information Disentanglement\Lukasz Struski, Dawid Rymarczyk, Jacek Tabor2024arxiv 2409.10329
Randomized based restricted kernel machine for hyperspectral image classificationA. Quadir, M. Tanveer2025arxiv 2503.05837
High Definition image classification in Geoscience using Machine LearningYajun An, Zachary Golden, Tarka Wilcox2020arxiv 2010.03965
Improving Deep Hyperspectral Image Classification Performance with Spectral UnmixingAlan J.X. Guo, Fei Zhu2020arxiv 2004.00583
Ultrasound Image Classification using ACGAN with Small Training DatasetSudipan Saha, Nasrullah Sheikh2021arxiv 2102.01539
TPPI-Net: Towards Efficient and Practical Hyperspectral Image ClassificationHao Chen, Xiaohua Li, Jiliu Zhou2021arxiv 2103.10084
SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image ClassificationTanmay Chakraborty, Utkarsh Trehan2021arxiv 2104.00341
Multiscale Principle of Relevant Information for Hyperspectral Image ClassificationYantao Wei, Shujian Yu, Luis Sanchez Giraldo2019arxiv 1907.06022
Bayesian Layer Graph Convolutioanl Network for Hyperspetral Image ClassificationMingyang Zhang, Ziqi Di, Maoguo Gong2022arxiv 2211.07316
Multi-Scale Prototypical Transformer for Whole Slide Image ClassificationSaisai Ding, Jun Wang, Juncheng Li2023arxiv 2307.02308
Learning Through Guidance: Knowledge Distillation for Endoscopic Image ClassificationHarshala Gammulle, Yubo Chen, Sridha Sridharan2023arxiv 2308.08731
Interpreting and Correcting Medical Image Classification with PIP-NetMeike Nauta, Johannes H. Hegeman, Jeroen Geerdink2023arxiv 2307.10404
Structured Priors for Sparse-Representation-Based Hyperspectral Image ClassificationXiaoxia Sun, Qing Qu, Nasser M. Nasrabadi2014arxiv 1401.3818