Research

Papers for “image classification”

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

Title	Authors	Year	Source
MDMLP: Image Classification from Scratch on Small Datasets with MLP	Tian Lv, Chongyang Bai, Chaojie Wang	2022	arxiv 2205.14477
Evolution of Activation Functions for Deep Learning-Based Image Classification	Raz Lapid, Moshe Sipper	2022	arxiv 2206.12089
Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification	Yushan Zheng, Jun Li, Jun Shi	2022	arxiv 2206.13156
On Bridging Generic and Personalized Federated Learning for Image Classification	Hong-You Chen, Wei-Lun Chao	2021	arxiv 2107.00778
No Token Left Behind: Explainability-Aided Image Classification and Generation	Roni Paiss, Hila Chefer, Lior Wolf	2022	arxiv 2204.04908
Distance Based Image Classification: A solution to generative classification's conundrum?	Wen-Yan Lin, Siying Liu, Bing Tian Dai	2022	arxiv 2210.01349
Texture image classification based on a pseudo-parabolic diffusion model	Jardel Vieira, Eduardo Abreu, Joao B. Florindo	2020	arxiv 2011.07173
Debunking Optimization Myths in Federated Learning for Medical Image Classification	Youngjoon Lee, Hyukjoon Lee, Jinu Gong	2025	arxiv 2507.19822
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit	Stefan Kolek, Aditya Chattopadhyay, Kwan Ho Ryan Chan	2023	arxiv 2312.11548
Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification	Muhammad Ahmad, Francesco Mauro, Manuel Mazzara	2024	arxiv 2411.18115
Direct Image Classification from Fourier Ptychographic Microscopy Measurements without Reconstruction	Navya Sonal Agarwal, Jan Philipp Schneider, Kanchana Vaishnavi Gandikota	2025	arxiv 2505.05054
EnergyFormer: Energy Attention with Fourier Embedding for Hyperspectral Image Classification	Saad Sohail, Muhammad Usama, Usman Ghous	2025	arxiv 2503.08239
Lacunarity Pooling Layers for Plant Image Classification using Texture Analysis	Akshatha Mohan, Joshua Peeples	2024	arxiv 2404.16268
Histopathological Image Classification with Cell Morphology Aware Deep Neural Networks	Andrey Ignatov, Josephine Yates, Valentina Boeva	2024	arxiv 2407.08625
Context-Aware Knowledge Distillation with Adaptive Weighting for Image Classification	Zhengda Li	2025	arxiv 2509.05319
Sanity checks for patch visualisation in prototype-based image classification	Romain Xu-Darme, Georges Quénot, Zakaria Chihani	2023	arxiv 2311.16120
From images in the wild to video-informed image classification	Marc Böhlen, Varun Chandola, Wawan Sujarwo	2021	arxiv 2109.12040
ProtoPShare: Prototype Sharing for Interpretable Image Classification and Similarity Discovery	Dawid Rymarczyk, \Lukasz Struski, Jacek Tabor	2020	arxiv 2011.14340
Single-Label Multi-Class Image Classification by Deep Logistic Regression	Qi Dong, Xiatian Zhu, Shaogang Gong	2018	arxiv 1811.08400
Beyond image classification: zooplankton identification with deep vector space embeddings	Ketil Malde, Hyeongji Kim	2019	arxiv 1909.11380

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