Research

Papers for “image classification”

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

Title	Authors	Year	Source
Multi-Level CLS Token Fusion for Contrastive Learning in Endoscopy Image Classification	Y Hop Nguyen, Doan Anh Phan Huu, Trung Thai Tran	2025	arxiv 2509.00752
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification	Bohan Li, Xiao Xu, Xinghao Wang	2023	arxiv 2302.02070
Strategies and impact of learning curve estimation for CNN-based image classification	Laura Didyk, Brayden Yarish, Michael A. Beck	2023	arxiv 2310.08470
Enhancing Image Classification in Small and Unbalanced Datasets through Synthetic Data Augmentation	Neil De La Fuente, Mireia Majó, Irina Luzko	2024	arxiv 2409.10286
Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification	Cheng Xie, Ting Zeng, Hongxin Xiang	2021	arxiv 2102.13322
Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification	Yuting Zhang, Kibok Lee, Honglak Lee	2016	arxiv 1606.06582
Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification	Feng Zhu, Hongsheng Li, Wanli Ouyang	2017	arxiv 1702.05891
Parallel Proportional Fusion of Spiking Quantum Neural Network for Optimizing Image Classification	Zuyu Xu, Kang Shen, Pengnian Cai	2024	arxiv 2404.01359
SGNet: A Super-class Guided Network for Image Classification and Object Detection	Kaidong Li, Nina Y. Wang, Yiju Yang	2021	arxiv 2104.12898
Cross-Modal Mapping: Mitigating the Modality Gap for Few-Shot Image Classification	Xi Yang, Pai Peng, Wulin Xie	2024	arxiv 2412.20110
A Saccade-inspired Approach to Image Classification using Vision Transformer Attention Maps	Matthis Dallain, Laurent Rodriguez, Laurent Udo Perrinet	2026	arxiv 2603.09613
UtVAA: Ultra-tiny Vision Transformer with Affix Attention for Mobile Image Classification	Romiyal George, Sathiyamohan Nishankar, Selvarajah Thuseethan	2026	arxiv 2606.14735
Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis	Raunak Joshi, Abhishek Gupta, Nandan Kanvinde	2022	arxiv 2211.15196
Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network	Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran	2018	arxiv 1806.05473
Towards Few-Annotation Learning in Computer Vision: Application to Image Classification and Object Detection tasks	Quentin Bouniot	2023	arxiv 2311.04888
Learning CNN filters from user-drawn image markers for coconut-tree image classification	Italos Estilon de Souza, Alexandre Xavier Falcão	2020	arxiv 2008.03549
Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification	Jerry Wei, Arief Suriawinata, Bing Ren	2020	arxiv 2009.13698
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response	Firoj Alam, Ferda Ofli, Muhammad Imran	2020	arxiv 2011.08916
Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification	Tianyunxi Wei, Yijin Huang, Li Lin	2024	arxiv 2406.10801
Image classification based on support vector machine and the fusion of complementary features	Huilin Gao, Wenjie Chen, Lihua Dou	2015	arxiv 1511.01706

Search results