Research

Papers for “image classification”

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

Title	Authors	Year	Source
Online Discriminative Dictionary Learning for Image Classification Based on Block-Coordinate Descent Method	Shu Kong, Donghui Wang	2012	arxiv 1203.0856
Label-noise-tolerant medical image classification via self-attention and self-supervised learning	Hongyang Jiang, Mengdi Gao, Yan Hu	2023	arxiv 2306.09718
Case-Aware Medical Image Classification with Multimodal Knowledge Graphs and Reliability-Guided Refinement	Yiming Xu, Yixuan Liu, Yuhang Zhang	2026	arxiv 2605.22547
New approach using Bayesian Network to improve content based image classification systems	Khlifia jayech, mohamed ali mahjoub	2012	arxiv 1204.1631
PolSAR Image Classification Based on Dilated Convolution and Pixel-Refining Parallel Mapping network in the Complex Domain	Dongling Xiao, Chang Liu, Qi Wang	2019	arxiv 1909.10783
Adversarial Defense of Image Classification Using a Variational Auto-Encoder	Yi Luo, Henry Pfister	2018	arxiv 1812.02891
Learning Data Augmentation with Online Bilevel Optimization for Image Classification	Saypraseuth Mounsaveng, Issam Laradji, Ismail Ben Ayed	2020	arxiv 2006.14699
Transition Subspace Learning based Least Squares Regression for Image Classification	Zhe Chen, Xiao-Jun Wu, Josef Kittler	2019	arxiv 1905.05445
Capsule-ConvKAN: A Hybrid Neural Approach to Medical Image Classification	Laura Pituková, Peter Sinčák, László József Kovács	2025	arxiv 2507.06417
Graph-Weighted Contrastive Learning for Semi-Supervised Hyperspectral Image Classification	Yuqing Zhang, Qi Han, Ligeng Wang	2025	arxiv 2503.15731
Reconstruction Guided Few-shot Network For Remote Sensing Image Classification	Mohit Jaiswal, Naman Jain, Shivani Pathak	2026	arxiv 2601.07335
Search Space Adaptation for Differentiable Neural Architecture Search in Image Classification	Youngkee Kim, Soyi Jung, Minseok Choi	2022	arxiv 2206.02098
Few-shot crack image classification using clip based on bayesian optimization	Yingchao Zhang, Cheng Liu	2025	arxiv 2503.00376
Evolving Deep Convolutional Neural Networks by Variable-length Particle Swarm Optimization for Image Classification	Bin Wang, Yanan Sun, Bing Xue	2018	arxiv 1803.06492
Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines	Aritra Chowdhury, Malik Magdin-Ismail, Bulent Yener	2019	arxiv 1903.02521
What does a platypus look like? Generating customized prompts for zero-shot image classification	Sarah Pratt, Ian Covert, Rosanne Liu	2022	arxiv 2209.03320
Misaligned orientations of 4f optical neural network for image classification accuracy on various datasets	Yanbing Liu, Wei Li, Kun Cheng	2022	arxiv 2210.08004
Understanding Training-Data Leakage from Gradients in Neural Networks for Image Classification	Cangxiong Chen, Neill D.F. Campbell	2021	arxiv 2111.10178
EAML: Ensemble Self-Attention-based Mutual Learning Network for Document Image Classification	Souhail Bakkali, Ziheng Ming, Mickael Coustaty	2023	arxiv 2305.06923
Effective Sequential Classifier Training for SVM-based Multitemporal Remote Sensing Image Classification	Yiqing Guo, Xiuping Jia, David Paull	2017	arxiv 1706.04719

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