Research

Papers for “image classification”

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

Title	Authors	Year	Source
A Deep Neuro-Fuzzy Network for Image Classification	Omolbanin Yazdanbakhsh, Scott Dick	2019	arxiv 2001.01686
Constrained Linear Data-feature Mapping for Image Classification	Juncai He, Yuyan Chen, Lian Zhang	2019	arxiv 1911.10428
Neighborhood Feature Pooling for Remote Sensing Image Classification	Fahimeh Orvati Nia, Amirmohammad Mohammadi, Salim Al Kharsa	2025	arxiv 2510.25077
Memory Wrap: a Data-Efficient and Interpretable Extension to Image Classification Models	Biagio La Rosa, Roberto Capobianco, Daniele Nardi	2021	arxiv 2106.01440
Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification	Sebastian Doerrich, Tobias Archut, Francesco Di Salvo	2024	arxiv 2402.12500
Large Language Models are Good Prompt Learners for Low-Shot Image Classification	Zhaoheng Zheng, Jingmin Wei, Xuefeng Hu	2023	arxiv 2312.04076
Unleashing the Potential of Synthetic Images: A Study on Histopathology Image Classification	Leire Benito-Del-Valle, Aitor Alvarez-Gila, Itziar Eguskiza	2024	arxiv 2409.16002
Semantic-Aware Representation Learning via Conditional Transport for Multi-Label Image Classification	Ren-Dong Xie, Zhi-Fen He, Bo Li	2025	arxiv 2507.14918
Multi-layer Representation Learning for Robust OOD Image Classification	Aristotelis Ballas, Christos Diou	2022	arxiv 2207.13678
GPT-4 Vision on Medical Image Classification -- A Case Study on COVID-19 Dataset	Ruibo Chen, Tianyi Xiong, Yihan Wu	2023	arxiv 2310.18498
Robust Brain MRI Image Classification with SIBOW-SVM	Liyun Zeng, Hao Helen Zhang	2023	arxiv 2311.08908
Entanglement and Tensor Networks for Supervised Image Classification	John Martyn, Guifre Vidal, Chase Roberts	2020	arxiv 2007.06082
Evaluating Adversarial Robustness on Document Image Classification	Timothée Fronteau, Arnaud Paran, Aymen Shabou	2023	arxiv 2304.12486
Cross-domain CNN for Hyperspectral Image Classification	Hyungtae Lee, Sungmin Eum, Heesung Kwon	2018	arxiv 1802.00093
TMIC: App Inventor Extension for the Deployment of Image Classification Models Exported from Teachable Machine	Fabiano Pereira de Oliveira, Christiane Gresse von Wangenheim, Jean C. R. Hauck	2022	arxiv 2208.12637
Image Classification using Graph Neural Network and Multiscale Wavelet Superpixels	Varun Vasudevan, Maxime Bassenne, Md Tauhidul Islam	2022	arxiv 2201.12633
Analysis of Explainable Artificial Intelligence Methods on Medical Image Classification	Vinay Jogani, Joy Purohit, Ishaan Shivhare	2022	arxiv 2212.10565
Class-incremental learning: survey and performance evaluation on image classification	Marc Masana, Xialei Liu, Bartlomiej Twardowski	2020	arxiv 2010.15277
One-Index Vector Quantization Based Adversarial Attack on Image Classification	Haiju Fan, Xiaona Qin, Shuang Chen	2024	arxiv 2409.01282
Real-time solar image classification: assessing spectral, pixel-based approaches	J. Marcus Hughes, Vicki W. Hsu, Daniel B. Seaton	2019	arxiv 1910.00144

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