Research

Papers for “image classification”

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

Title	Authors	Year	Source
Image Classification on Accelerated Neural Networks	Ilkay Sikdokur, Inci Baytas, Arda Yurdakul	2022	arxiv 2203.11081
Federated Distillation for Medical Image Classification: Towards Trustworthy Computer-Aided Diagnosis	Sufen Ren, Yule Hu, Shengchao Chen	2024	arxiv 2407.02261
Image Classification on IoT Edge Devices: Profiling and Modeling	Salma Abdel Magid, Francesco Petrini, Behnam Dezfouli	2019	arxiv 1902.11119
Multi-Representation Adaptation Network for Cross-domain Image Classification	Yongchun Zhu, Fuzhen Zhuang, Jindong Wang	2022	arxiv 2201.01002
CrisisViT: A Robust Vision Transformer for Crisis Image Classification	Zijun Long, Richard McCreadie, Muhammad Imran	2024	arxiv 2401.02838
RSMamba: Remote Sensing Image Classification with State Space Model	Keyan Chen, Bowen Chen, Chenyang Liu	2024	arxiv 2403.19654
Entropy-Guided Self-Supervised Learning for Medical Image Classification	Joao Florindo, Viviane Moura	2026	arxiv 2605.21970
CapsNet comparative performance evaluation for image classification	Rinat Mukhometzianov, Juan Carrillo	2018	arxiv 1805.11195
General Multi-label Image Classification with Transformers	Jack Lanchantin, Tianlu Wang, Vicente Ordonez	2020	arxiv 2011.14027
Deep Manifold Embedding for Hyperspectral Image Classification	Zhiqiang Gong, Weidong Hu, Xiaoyong Du	2019	arxiv 1912.11264
Face Image Classification by Pooling Raw Features	Fumin Shen, Chunhua Shen, Heng Tao Shen	2014	arxiv 1406.6811
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification	Daniel F. S. Santos, Rafael G. Pires, Leandro A. Passos	2022	arxiv 2212.10411
Feature Activation Map: Visual Explanation of Deep Learning Models for Image Classification	Yi Liao, Yongsheng Gao, Weichuan Zhang	2023	arxiv 2307.05017
Asymmetric Co-Training with Explainable Cell Graph Ensembling for Histopathological Image Classification	Ziqi Yang, Zhongyu Li, Chen Liu	2023	arxiv 2308.12737
Entanglement Entropy of Target Functions for Image Classification and Convolutional Neural Network	Ya-Hui Zhang	2017	arxiv 1710.05520
Multi-stream Fusion for Class Incremental Learning in Pill Image Classification	Trong-Tung Nguyen, Hieu H. Pham, Phi Le Nguyen	2022	arxiv 2210.02313
Disentangled Deep Autoencoding Regularization for Robust Image Classification	Zhenyu Duan, Martin Renqiang Min, Li Erran Li	2019	arxiv 1902.11134
Multiple VLAD encoding of CNNs for image classification	Qing Li, Qiang Peng, Chuan Yan	2017	arxiv 1707.00058
Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image Classification	Benjamin Patrick Evans, Harith Al-Sahaf, Bing Xue	2019	arxiv 1909.13030
Zero-Shot Fine-Grained Image Classification Using Large Vision-Language Models	Md. Atabuzzaman, Andrew Zhang, Chris Thomas	2025	arxiv 2510.03903

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