SOTA2 Research · papers

Papers for “image classification”

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

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20 indexed

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