Research

Papers for “image classification”

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

Title	Authors	Year	Source
Lensless-camera based machine learning for image classification	Ganghun Kim, Stefan Kapetanovic, Rachael Palmer	2017	arxiv 1709.00408
Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention	Omid Nejati Manzari, Hojat Asgariandehkordi, Taha Koleilat	2025	arxiv 2502.13693
Augmenting Prototype Network with TransMix for Few-shot Hyperspectral Image Classification	Chun Liu, Longwei Yang, Dongmei Dong	2024	arxiv 2401.11724
Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels	Yiming Lei, Haiping Zhu, Junping Zhang	2022	arxiv 2203.07725
An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks	Dominik Müller, Iñaki Soto-Rey, Frank Kramer	2022	arxiv 2201.11440
One-Shot Image Classification by Learning to Restore Prototypes	Wanqi Xue, Wei Wang	2020	arxiv 2005.01234
Deep learning pipeline for image classification on mobile phones	Muhammad Muneeb, Samuel F. Feng, Andreas Henschel	2022	arxiv 2206.00105
GM-MLIC: Graph Matching based Multi-Label Image Classification	Yanan Wu, He Liu, Songhe Feng	2021	arxiv 2104.14762
Riemannian Complex Matrix Convolution Network for PolSAR Image Classification	Junfei Shi, Wei Wang, Haiyan Jin	2023	arxiv 2312.03378
Adaptive Edge Offloading for Image Classification Under Rate Limit	Jiaming Qiu, Ruiqi Wang, Ayan Chakrabarti	2022	arxiv 2208.00485
Personalized Food Image Classification: Benchmark Datasets and New Baseline	Xinyue Pan, Jiangpeng He, Fengqing Zhu	2023	arxiv 2309.08744
Remote Sensing Image Classification with Large Scale Gaussian Processes	Pablo Morales-Alvarez, Adrian Perez-Suay, Rafael Molina	2017	arxiv 1710.00575
TransMed: Transformers Advance Multi-modal Medical Image Classification	Yin Dai, Yifan Gao	2021	arxiv 2103.05940
CoNe: Contrast Your Neighbours for Supervised Image Classification	Mingkai Zheng, Shan You, Lang Huang	2023	arxiv 2308.10761
Hierarchical Concept Embedding & Pursuit for Interpretable Image Classification	Nghia Nguyen, Tianjiao Ding, René Vidal	2026	arxiv 2602.11448
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification	Yeganeh Madadi, Vahid Seydi, Jian Sun	2022	arxiv 2209.13420
Enhanced Image Classification With a Fast-Learning Shallow Convolutional Neural Network	Mark D. McDonnell, Tony Vladusich	2015	arxiv 1503.04596
Text-guided Foundation Model Adaptation for Long-Tailed Medical Image Classification	Sirui Li, Li Lin, Yijin Huang	2024	arxiv 2408.14770
Learning from Large-scale Noisy Web Data with Ubiquitous Reweighting for Image Classification	Jia Li, Yafei Song, Jianfeng Zhu	2018	arxiv 1811.00700
Learning Bottleneck Concepts in Image Classification	Bowen Wang, Liangzhi Li, Yuta Nakashima	2023	arxiv 2304.10131

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