Research

Papers for “image classification”

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

Title	Authors	Year	Source
Hyperspectral Image Classification using Spectral-Spatial Mixer Network	Mohammed Q. Alkhatib	2025	arxiv 2511.15692
DeepGI: Explainable Deep Learning for Gastrointestinal Image Classification	Walid Houmaidi, Mohamed Hadadi, Youssef Sabiri	2025	arxiv 2511.21959
QPM: Discrete Optimization for Globally Interpretable Image Classification	Thomas Norrenbrock, Timo Kaiser, Sovan Biswas	2025	arxiv 2502.20130
MONICA: Benchmarking on Long-tailed Medical Image Classification	Lie Ju, Siyuan Yan, Yukun Zhou	2024	arxiv 2410.02010
ACIL: Active Class Incremental Learning for Image Classification	Aditya R. Bhattacharya, Debanjan Goswami, Shayok Chakraborty	2026	arxiv 2602.04252
GeoTop: Advancing Image Classification with Geometric-Topological Analysis	Mariem Abaach, Ian Morilla	2023	arxiv 2311.16157
G-LoG Bi-filtration for Medical Image Classification	Qingsong Wang, Jiaxing He, Bingzhe Hou	2026	arxiv 2602.18329
SpectralTrain: A Universal Framework for Hyperspectral Image Classification	Meihua Zhou, Liping Yu, Xinyu Tong	2025	arxiv 2511.16084
Quantum Parameterized Self-Attention Network for Image Classification	Wenwei Zhang, Jintao Wang, Tianyu Ye	2026	arxiv 2605.25365
Intrusion Detection: Machine Learning Baseline Calculations for Image Classification	Erik Larsen, Korey MacVittie, John Lilly	2021	arxiv 2111.02378
Ablation study of self-supervised learning for image classification	Ilias Papastratis	2021	arxiv 2112.02297
Practical Insights of Repairing Model Problems on Image Classification	Akihito Yoshii, Susumu Tokumoto, Fuyuki Ishikawa	2022	arxiv 2205.07116
Digital-analog quantum convolutional neural networks for image classification	Anton Simen, Carlos Flores-Garrigos, Narendra N. Hegade	2024	arxiv 2405.00548
Robustcaps: a transformation-robust capsule network for image classification	Sai Raam Venkataraman, S. Balasubramanian, R. Raghunatha Sarma	2022	arxiv 2210.11092
Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders	Ioannis A. Nellas, Sotiris K. Tasoulis, Vassilis P. Plagianakos	2022	arxiv 2208.12152
Progressive Meta-Pooling Learning for Lightweight Image Classification Model	Peijie Dong, Xin Niu, Zhiliang Tian	2023	arxiv 2301.10038
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets	Zachary Novack, Julian McAuley, Zachary C. Lipton	2023	arxiv 2302.02551
Fuzzy-Based Dialectical Non-Supervised Image Classification and Clustering	Wellington Pinheiro dos Santos, Francisco Marcos de Assis, Ricardo Emmanuel de Souza	2017	arxiv 1712.01694
Deep Self-taught Learning for Remote Sensing Image Classification	Anika Bettge, Ribana Roscher, Susanne Wenzel	2017	arxiv 1710.07096
Rethinking Feature Distribution for Loss Functions in Image Classification	Weitao Wan, Yuanyi Zhong, Tianpeng Li	2018	arxiv 1803.02988

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