Research

Papers for “image classification”

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

Title	Authors	Year	Source
Cost-Effective Active Learning for Deep Image Classification	Keze Wang, Dongyu Zhang, Ya Li	2017	arxiv 1701.03551
Improving Pairwise Ranking for Multi-label Image Classification	Yuncheng Li, Yale Song, Jiebo Luo	2017	arxiv 1704.03135
Advantages of Broadband Metalenses for Generalizable Image Classification	Yubo Zhang, Johannes Fröch, Jinlin Xiang	2025	arxiv 2512.08109
Remote Sensing Image Classification Using Deep Ensemble Learning	Niful Islam, Md. Rayhan Ahmed, Nur Mohammad Fahad	2026	arxiv 2603.05844
Emotional regulation improves deep learning-based image classification	Riccardo Emanuele Landi, João M. F. Rodrigues, Marta Chinnici	2026	arxiv 2606.13081
Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model	Quande Liu, Lequan Yu, Luyang Luo	2020	arxiv 2005.07377
Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization	Huiyi Chen, Jiawei Peng, Kaihua Tang	2025	arxiv 2504.14200
Local Clustering for Lung Cancer Image Classification via Sparse Solution Technique	Jackson Hamel, Ming-Jun Lai, Zhaiming Shen	2024	arxiv 2407.08800
ColorNet: Investigating the importance of color spaces for image classification	Shreyank N Gowda, Chun Yuan	2019	arxiv 1902.00267
Fast Fine-grained Image Classification via Weakly Supervised Discriminative Localization	Xiangteng He, Yuxin Peng, Junjie Zhao	2017	arxiv 1710.01168
Attributed Synthetic Data Generation for Zero-shot Domain-specific Image Classification	Shijian Wang, Linxin Song, Ryotaro Shimizu	2025	arxiv 2504.04510
Pseudo-Zernike Moments Based Sparse Representations for SAR Image Classification	Shahzad Gishkori, Bernard Mulgrew	2017	arxiv 1710.09175
Learning from Attacks: Attacking Variational Autoencoder for Improving Image Classification	Jianzhang Zheng, Fan Yang, Hao Shen	2022	arxiv 2203.07027
Image Classification by Throwing Quantum Kitchen Sinks at Tensor Networks	Nathan X. Kodama, Alex Bocharov, Marcus P. da Silva	2022	arxiv 2208.13895
Multi-label Thoracic Disease Image Classification with Cross-Attention Networks	Congbo Ma, Hu Wang, Steven C.H. Hoi	2020	arxiv 2007.10859
Class-Specific Distribution Alignment for Semi-Supervised Medical Image Classification	Zhongzheng Huang, Jiawei Wu, Tao Wang	2023	arxiv 2307.15987
MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification	Zhuoqin Yang, Jiansong Zhang, Xiaoling Luo	2025	arxiv 2502.18416
CNN-RNN: A Unified Framework for Multi-label Image Classification	Jiang Wang, Yi Yang, Junhua Mao	2016	arxiv 1604.04573
PolSAR Image Classification using a Hybrid Complex-Valued Network (HybridCVNet)	Mohammed Q. Alkhatib	2026	arxiv 2605.31137
Investigating the Potential of Auxiliary-Classifier GANs for Image Classification in Low Data Regimes	Amil Dravid, Florian Schiffers, Yunan Wu	2022	arxiv 2201.09120

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