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Papers for “image classification”

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

TitleAuthorsYearSource
Mixture of Experts in Image Classification: What's the Sweet Spot?Mathurin Videau, Alessandro Leite, Marc Schoenauer2024arxiv 2411.18322
FedMLP: Federated Multi-Label Medical Image Classification under Task HeterogeneityZhaobin Sun, Nannan Wu, Junjie Shi2024arxiv 2406.18995
Generative Max-Mahalanobis Classifiers for Image Classification, Generation and MoreXiulong Yang, Hui Ye, Yang Ye2021arxiv 2101.00122
PolSAR Image Classification based on Polarimetric Scattering Coding and Sparse Support Matrix MachineXu Liu, Licheng Jiao, Dan Zhang2019arxiv 1906.07176
Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language DescriptionsKosuke Nishida, Kyosuke Nishida, Shuichi Nishioka2022arxiv 2207.03133
SwGridNet: A Deep Convolutional Neural Network based on Grid Topology for Image ClassificationAtsushi Takeda2017arxiv 1709.07646
LR-Net: A Block-based Convolutional Neural Network for Low-Resolution Image ClassificationAshkan Ganj, Mohsen Ebadpour, Mahdi Darvish2022arxiv 2207.09531
Unlocking High-Accuracy Differentially Private Image Classification through ScaleSoham De, Leonard Berrada, Jamie Hayes2022arxiv 2204.13650
Prompt-driven Latent Domain Generalization for Medical Image ClassificationSiyuan Yan, Chi Liu, Zhen Yu2024arxiv 2401.03002
Fusion of Dual Spatial Information for Hyperspectral Image ClassificationPuhong Duan, Pedram Ghamisi, Xudong Kang2020arxiv 2010.12337
Extrapolation Frameworks in Cognitive Psychology Suitable for Study of Image Classification ModelsRoozbeh Yousefzadeh, Jessica A. Mollick2021arxiv 2112.03411
Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image ClassificationXiao Wu, Xiaoqing Zhang, Zunjie Xiao2025arxiv 2505.13039
Enhancing Few-Shot Image Classification with Unlabelled ExamplesPeyman Bateni, Jarred Barber, Jan-Willem van de Meent2020arxiv 2006.12245
C2G-Net: Exploiting Morphological Properties for Image ClassificationLaurin Herbsthofer, Barbara Prietl, Martina Tomberger2020arxiv 2007.03378
Progressive Class-based Expansion Learning For Image ClassificationHui Wang, Hanbin Zhao, Xi Li2021arxiv 2106.14412
Online Anchor-based Training for Image Classification TasksMaria Tzelepi, Vasileios Mezaris2024arxiv 2406.12662
Modality-bridge Transfer Learning for Medical Image ClassificationHak Gu Kim, Yeoreum Choi, Yong Man Ro2017arxiv 1708.03111
Page image classification for content-specific data processingKateryna Lutsai2025arxiv 2507.21114
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classificationMd Junaid Mahmood, Pranaw Raj, Divyansh Agarwal2023arxiv 2307.04610
Is an Image Also Worth 16x16=256 Superpixels? A Framework for Attentional Image ClassificationPedro Henrique da Costa Avelar, Anderson R. Tavares, Luís C. Lamb2026arxiv 2605.27144