Research

Papers for “image classification”

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

Title	Authors	Year	Source
A General Framework for Multi-focal Image Classification and Authentication: Application to Microscope Pollen Images	François Chung, Tomás Rodríguez	2015	arxiv 1503.05786
Open Set Recognition for Endoscopic Image Classification: A Deep Learning Approach on the Kvasir Dataset	Kasra Moazzami, Seoyoun Son, John Lin	2025	arxiv 2506.18284
Will the Inclusion of Generated Data Amplify Bias Across Generations in Future Image Classification Models?	Zeliang Zhang, Xin Liang, Mingqian Feng	2024	arxiv 2410.10160
Implementation of Deep Convolutional Neural Network in Multi-class Categorical Image Classification	Pushparaja Murugan	2018	arxiv 1801.01397
CSFMamba: Cross State Fusion Mamba Operator for Multimodal Remote Sensing Image Classification	Qingyu Wang, Xue Jiang, Guozheng Xu	2025	arxiv 2509.00677
DMS-Net:Dual-Modal Multi-Scale Siamese Network for Binocular Fundus Image Classification	Guohao Huo, Zibo Lin, Zitong Wang	2025	arxiv 2504.18046
GraphMamba: An Efficient Graph Structure Learning Vision Mamba for Hyperspectral Image Classification	Aitao Yang, Min Li, Yao Ding	2024	arxiv 2407.08255
Goal-Oriented Source Coding using LDPC Codes for Compressed-Domain Image Classification	Ahcen Aliouat, Elsa Dupraz	2025	arxiv 2503.11954
Frequency-Aware Vision-Language Multimodality Generalization Network for Remote Sensing Image Classification	Junjie Zhang, Feng Zhao, Hanqiang Liu	2025	arxiv 2511.10774
Frequency-Enhanced Dual-Subspace Networks for Few-Shot Fine-Grained Image Classification	Meijia Wang, Guochao Wang, Haozhen Chu	2026	arxiv 2604.14958
Graph Neural Networks for Semi-Supervised Image Classification with Multi-Feature Aggregation	Marina Chagas Bulach Gapski, Vinicius Atsushi Sato Kawai, Gustavo Rosseto Leticio	2026	arxiv 2606.17406
Geometry-aware Gaussian Prior and Axial Attention for Cervical Cytology Image Classification	Yating Li, Cheng Ye, Nenan Lyu	2026	arxiv 2607.10278
Understanding the Impact of Label Granularity on CNN-based Image Classification	Zhuo Chen, Ruizhou Ding, Ting-Wu Chin	2019	arxiv 1901.07012
RAIN: A Simple Approach for Robust and Accurate Image Classification Networks	Jiawei Du, Hanshu Yan, Vincent Y. F. Tan	2020	arxiv 2004.14798
Exploring Low-Resource Medical Image Classification with Weakly Supervised Prompt Learning	Fudan Zheng, Jindong Cao, Weijiang Yu	2024	arxiv 2402.03783
Automated wildlife image classification: An active learning tool for ecological applications	Ludwig Bothmann, Lisa Wimmer, Omid Charrakh	2023	arxiv 2303.15823
Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion	Mingbao Lin, Bohong Chen, Fei Chao	2021	arxiv 2107.06916
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification	Kirill Prokofiev, Vladislav Sovrasov	2022	arxiv 2209.06585
A 1Mb mixed-precision quantized encoder for image classification and patch-based compression	Van Thien Nguyen, William Guicquero, Gilles Sicard	2025	arxiv 2501.05097
Stress and Adaptation: Applying Anna Karenina Principle in Deep Learning for Image Classification	Nesma Mahmoud, Hanna Antson, Jaesik Choi	2023	arxiv 2302.11380

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