Research

Papers for “image classification”

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

Title	Authors	Year	Source
Class-Conditioned Transformation for Enhanced Robust Image Classification	Tsachi Blau, Roy Ganz, Chaim Baskin	2023	arxiv 2303.15409
Evidential Federated Learning for Skin Lesion Image Classification	Rutger Hendrix, Federica Proietto Salanitri, Concetto Spampinato	2024	arxiv 2411.10071
Residual Feature-Reutilization Inception Network for Image Classification	Yuanpeng He, Wenjie Song, Lijian Li	2024	arxiv 2412.19433
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification	Yapeng Li, Yong Luo, Lefei Zhang	2025	arxiv 2501.04944
A Fast 3D CNN for Hyperspectral Image Classification	Muhammad Ahmad	2020	arxiv 2004.14152
Out-of-distribution detection in satellite image classification	Jakob Gawlikowski, Sudipan Saha, Anna Kruspe	2021	arxiv 2104.05442
Out-of-Distribution Detection for Dermoscopic Image Classification	Mohammadreza Mohseni, Jordan Yap, William Yolland	2021	arxiv 2104.07819
Memory Efficient Class-Incremental Learning for Image Classification	Hanbin Zhao, Hui Wang, Yongjian Fu	2020	arxiv 2008.01411
Salient Positions based Attention Network for Image Classification	Sheng Fang, Kaiyu Li, Zhe Li	2021	arxiv 2106.04996
BinImg2Vec: Augmenting Malware Binary Image Classification with Data2Vec	Joon Sern Lee, Kai Keng Tay, Zong Fu Chua	2022	arxiv 2209.00782
Applications of Sequential Learning for Medical Image Classification	Sohaib Naim, Brian Caffo, Haris I Sair	2023	arxiv 2309.14591
Benchmarking Multi-Domain Active Learning on Image Classification	Jiayi Li, Rohan Taori, Tatsunori B. Hashimoto	2023	arxiv 2312.00364
Kernel principal component analysis network for image classification	Dan Wu, Jiasong Wu, Rui Zeng	2015	arxiv 1512.06337
Multimodal Task-Driven Dictionary Learning for Image Classification	Soheil Bahrampour, Nasser M. Nasrabadi, Asok Ray	2015	arxiv 1502.01094
Remote sensing image classification exploiting multiple kernel learning	Claudio Cusano, Paolo Napoletano, Raimondo Schettini	2014	arxiv 1410.5358
Satellite image classification methods and Landsat 5TM bands	Jamshid Tamouk, Nasser Lotfi, Mina Farmanbar	2013	arxiv 1308.1801
Image Classification with Classic and Deep Learning Techniques	Òscar Lorente, Ian Riera, Aditya Rana	2021	arxiv 2105.04895
A Quantum Convolutional Neural Network for Image Classification	Yanxuan Lü, Qing Gao, Jinhu Lü	2021	arxiv 2107.03630
Deep Unlearn: Benchmarking Machine Unlearning for Image Classification	Xavier F. Cadet, Anastasia Borovykh, Mohammad Malekzadeh	2024	arxiv 2410.01276
Parameter Interpolation Adversarial Training for Robust Image Classification	Xin Liu, Yichen Yang, Kun He	2025	arxiv 2511.00836

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