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Research

Papers for “image classification”

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

TitleAuthorsYearSource
EndoCIL: A Class-Incremental Learning Framework for Endoscopic Image ClassificationBingrong Liu, Jun Shi, Yushan Zheng2025arxiv 2510.17200
Enhancing Whole Slide Image Classification through Supervised Contrastive Domain AdaptationIlán Carretero, Pablo Meseguer, Rocío del Amor2024arxiv 2412.04260
Domain Adaptation for Image Classification of Defects in Semiconductor ManufacturingAdrian Poniatowski, Natalie Gentner, Manuel Barusco2025arxiv 2506.15260
Foundation Models as Class-Incremental Learners for Dermatological Image ClassificationMohamed Elkhayat, Mohamed Mahmoud, Jamil Fayyad2025arxiv 2507.14050
CLAReSNet: When Convolution Meets Latent Attention for Hyperspectral Image ClassificationAsmit Bandyopadhyay, Anindita Das Bhattacharjee, Rakesh Das2025arxiv 2511.12346
Chaos-Enhanced Prototypical Networks for Few-Shot Medical Image ClassificationChinthakuntla Meghan Sai, Murarisetty V Sai Kartheek, Sita Devi Bharatula2026arxiv 2604.17300
LGEST: Dynamic Spatial-Spectral Expert Routing for Hyperspectral Image ClassificationJiawen Wen, Suixuan Qiu, Zihang Luo2026arxiv 2603.24045
CADS: Conformal Adaptive Decision System for Cost-Efficient Image ClassificationMikael Turkoglu, Tim Bary, Vincent Thielens2026arxiv 2605.16401
Adaptive Conformal Prediction for Reliable and Explainable Medical Image ClassificationOne Octadion, Novanto Yudistira, Lailil Muflikhah2026arxiv 2605.12917
Visual graphs for image classification: does the structure affect performance?Alessandra Ibba2026arxiv 2607.06295
A Coreset Selection Framework with Ensemble Aggregation for Image ClassificationPedro Rocha Dantas, Lucas Pascotti Valem2026arxiv 2607.09100
Domain-Adaptive Deep Joint Source-Channel Coding for Image ClassificationYishen Li, Xuechen Chen, Xiaoheng Deng2026arxiv 2607.28907
Fermat Active Laplace Learning for Semi-Supervised Hyperspectral Image ClassificationVutichart Buranasiri, James M. Murphy2026arxiv 2608.02483
Label Granularity Skew in Federated Learning with Hierarchical Image ClassificationJaeheon Kim, Hokeun Kim, Bong Jun Choi2026arxiv 2608.09236
Interpretable Mammographic Image Classification using Case-Based Reasoning and Deep LearningAlina Jade Barnett, Fides Regina Schwartz, Chaofan Tao2021arxiv 2107.05605
A 3D 2D convolutional Neural Network Model for Hyperspectral Image ClassificationJiaxin Cao, Xiaoyan Li2021arxiv 2111.10293
Attention Mechanism Meets with Hybrid Dense Network for Hyperspectral Image ClassificationMuhammad Ahmad, Adil Mehmood Khan, Manuel Mazzara2022arxiv 2201.01001
Low-rank features based double transformation matrices learning for image classificationYu-Hong Cai, Xiao-Jun Wu, Zhe Chen2022arxiv 2201.12351
Synergistic Network Learning and Label Correction for Noise-robust Image ClassificationChen Gong, Kong Bin, Eric J. Seibel2022arxiv 2202.13472
Multiscale Convolutional Transformer with Center Mask Pretraining for Hyperspectral Image ClassificationSen Jia, Yifan Wang2022arxiv 2203.04771