SOTA2 Research · papers

Papers for “image classification”

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20 indexed

Title	Authors	Year	Source
FedSKD: Aggregation-free Model-heterogeneous Federated Learning via Multi-dimensional Similarity Knowledge Distillation for Medical Image Classification	Ziqiao Weng, Weidong Cai, Bo Zhou	2025	arxiv 2503.18981
High-Dimensional Noise to Low-Dimensional Manifolds: A Manifold-Space Diffusion Framework for Degraded Hyperspectral Image Classification	Boxiang Yang, Ning Chen, Xia Yue	2026	arxiv 2604.26279
Evolving CNN Architectures: From Custom Designs to Deep Residual Models for Diverse Image Classification and Detection Tasks	Mahmudul Hasan, Mabsur Fatin Bin Hossain	2026	arxiv 2601.01099
DC-AL GAN: Pseudoprogression and True Tumor Progression of Glioblastoma Multiform Image Classification Based on DCGAN and AlexNet	Meiyu Li, Hailiang Tang, Michael D. Chan	2019	arxiv 1902.06085
Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification	Euijoon Ahn, Ashnil Kumar, Dagan Feng	2019	arxiv 1906.03359
REVEL Framework to measure Local Linear Explanations for black-box models: Deep Learning Image Classification case of study	Iván Sevillano-García, Julián Luengo-Martín, Francisco Herrera	2022	arxiv 2211.06154
S$^3$F-Net: A Multi-Modal Approach to Medical Image Classification via Spatial-Spectral Summarizer Fusion Network	Md. Saiful Bari Siddiqui, Mohammed Imamul Hassan Bhuiyan	2025	arxiv 2509.23442
Unsupervised and semi-supervised learning with Categorical Generative Adversarial Networks assisted by Wasserstein distance for dermoscopy image Classification	Xin Yi, Ekta Walia, Paul Babyn	2018	arxiv 1804.03700
Neighborhood Watch: Representation Learning with Local-Margin Triplet Loss and Sampling Strategy for K-Nearest-Neighbor Image Classification

Application of a Convolutional Neural Network for image classification to the analysis of collisions in High Energy Physics	Celia Fernández Madrazo, Ignacio Heredia Cacha, Lara Lloret Iglesias	2017	arxiv 1708.07034