Research

Papers for “image classification”

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

Title	Authors	Year	Source
Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier	Arkabandhu Chowdhury, Mingchao Jiang, Swarat Chaudhuri	2021	arxiv 2101.00562
Categorical Knowledge Fused Recognition: Fusing Hierarchical Knowledge with Image Classification through Aligning and Deep Metric Learning	Yunfeng Zhao, Huiyu Zhou, Fei Wu	2024	arxiv 2407.20600
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification	Mohammad Joshaghani, Amirabbas Davari, Faezeh Nejati Hatamian	2022	arxiv 2205.09250
Semi-supervised learning for medical image classification using imbalanced training data	Tri Huynh, Aiden Nibali, Zhen He	2021	arxiv 2108.08956
Enhanced Object Detection via Fusion With Prior Beliefs from Image Classification	Yilun Cao, Hyungtae Lee, Heesung Kwon	2016	arxiv 1610.06907
Reinforcement Learning Approach to Active Learning for Image Classification	Thorben Werner	2021	arxiv 2108.05595
Efficient Privacy Preserving Edge Computing Framework for Image Classification	Omobayode Fagbohungbe, Sheikh Rufsan Reza, Xishuang Dong	2020	arxiv 2005.04563
Successive Embedding and Classification Loss for Aerial Image Classification	Jiayun Wang, Patrick Virtue, Stella X. Yu	2017	arxiv 1712.01511
Radon cumulative distribution transform subspace modeling for image classification	Mohammad Shifat-E-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat	2020	arxiv 2004.03669
Explainable Image Classification with Reduced Overconfidence for Tissue Characterisation	Alfie Roddan, Chi Xu, Serine Ajlouni	2025	arxiv 2507.23709
Going Deeper with Contextual CNN for Hyperspectral Image Classification	Hyungtae Lee, Heesung Kwon	2016	arxiv 1604.03519
Reflection Equivariant Quantum Neural Networks for Enhanced Image Classification	Maxwell T. West, Martin Sevior, Muhammad Usman	2022	arxiv 2212.00264
DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification	Yijun Yang, Huazhu Fu, Angelica I. Aviles-Rivero	2023	arxiv 2303.10610
Structural Prior Driven Regularized Deep Learning for Sonar Image Classification	Isaac D. Gerg, Vishal Monga	2020	arxiv 2010.13317
Label-Embedding for Image Classification	Zeynep Akata, Florent Perronnin, Zaid Harchaoui	2015	arxiv 1503.08677
Quantum-enhanced satellite image classification	Qi Zhang, Anton Simen, Carlos Flores-Garrigós	2026	arxiv 2602.18350
Document image classification, with a specific view on applications of patent images	Gabriela Csurka	2016	arxiv 1601.03295
Gaussian RAM: Lightweight Image Classification via Stochastic Retina-Inspired Glimpse and Reinforcement Learning	Dongseok Shim, H. Jin Kim	2020	arxiv 2011.06190
An Artificial Neural Network for Image Classification Inspired by Aversive Olfactory Learning Circuits in Caenorhabditis Elegans	Xuebin Wang, Chunxiuzi Liu, Meng Zhao	2024	arxiv 2409.07466
A Baseline for Multi-Label Image Classification Using An Ensemble of Deep Convolutional Neural Networks	Qian Wang, Ning Jia, Toby P. Breckon	2018	arxiv 1811.08412

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