Research

Papers for “image classification”

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

Title	Authors	Year	Source
Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation	Kai Ren, Ke Zou, Xianjie Liu	2023	arxiv 2303.10049
SpectralDiff: A Generative Framework for Hyperspectral Image Classification with Diffusion Models	Ning Chen, Jun Yue, Leyuan Fang	2023	arxiv 2304.05961
MECFormer: Multi-task Whole Slide Image Classification with Expert Consultation Network	Doanh C. Bui, Jin Tae Kwak	2024	arxiv 2410.04507
A Multimodal Approach For Endoscopic VCE Image Classification Using BiomedCLIP-PubMedBERT	Nagarajan Ganapathy, Podakanti Satyajith Chary, Teja Venkata Ramana Kumar Pithani	2024	arxiv 2410.19944
A Distributed Hybrid Quantum Convolutional Neural Network for Medical Image Classification	Yangyang Li, Zhengya Qia, Yuelin Lia	2025	arxiv 2501.06225
When Segmentation Meets Hyperspectral Image: New Paradigm for Hyperspectral Image Classification	Weilian Zhou, Weixuan Xie, Sei-ichiro Kamata	2025	arxiv 2502.12541
Bridging Sensor Gaps via Attention Gated Tuning for Hyperspectral Image Classification	Xizhe Xue, Haokui Zhang, Haizhao Jing	2023	arxiv 2309.12865
HDKD: Hybrid Data-Efficient Knowledge Distillation Network for Medical Image Classification	Omar S. EL-Assiouti, Ghada Hamed, Dina Khattab	2024	arxiv 2407.07516
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification	Jianwei Zhao, Xin Li, Fan Yang	2025	arxiv 2503.12401
Explaining Domain Shifts in Language: Concept erasing for Interpretable Image Classification	Zequn Zeng, Yudi Su, Jianqiao Sun	2025	arxiv 2503.18483
ComplexFace: a Multi-Representation Approach for Image Classification with Small Dataset	Guiying Zhang, Yuxin Cui, Yong Zhao	2019	arxiv 1902.07902
Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning	Hui Wang, Jian Tian, Songyuan Li	2021	arxiv 2103.02808
Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification	Raheleh Salehi, Ario Sadafi, Armin Gruber	2022	arxiv 2207.00501
A Closer Look at Prototype Classifier for Few-shot Image Classification	Mingcheng Hou, Issei Sato	2021	arxiv 2110.05076
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification	Muhammad Ferjad Naeem, Yongqin Xian, Luc Van Gool	2022	arxiv 2209.10304
A Smart Recycling Bin Using Waste Image Classification At The Edge	Xueying Li, Ryan Grammenos	2022	arxiv 2210.00448
Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image Classification	Ahmet Kerem Aksoy, Mahdyar Ravanbakhsh, Begüm Demir	2020	arxiv 2012.10715
Self-Supervised Curricular Deep Learning for Chest X-Ray Image Classification	Iván de Andrés Tamé, Kirill Sirotkin, Pablo Carballeira	2023	arxiv 2301.10687
Scale Federated Learning for Label Set Mismatch in Medical Image Classification	Zhipeng Deng, Luyang Luo, Hao Chen	2023	arxiv 2304.06931
Comparative Analysis of Imbalanced Malware Byteplot Image Classification using Transfer Learning	Jayasudha M, Ayesha Shaik, Gaurav Pendharkar	2023	arxiv 2310.02742

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