Research

Papers for “image classification”

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

Title	Authors	Year	Source
Physics-Aware Complex-Valued State Space Model with Scattering-Prior Feature Modulation for PolSAR Image Classification	Fangyan Zhang, Fan Zhang, Shiqi Zhou	2026	arxiv 2607.19787
Trainable Quantum Neural Network for Multiclass Image Classification with the Power of Pre-trained Tree Tensor Networks	Keisuke Murota, Takumi Kobori	2025	arxiv 2504.14995
Webly Supervised Image Classification with Self-Contained Confidence	Jingkang Yang, Litong Feng, Weirong Chen	2020	arxiv 2008.11894
Multimodal Fusion Transformer for Remote Sensing Image Classification	Swalpa Kumar Roy, Ankur Deria, Danfeng Hong	2022	arxiv 2203.16952
DEAL: Deep Evidential Active Learning for Image Classification	Patrick Hemmer, Niklas Kühl, Jakob Schöffer	2020	arxiv 2007.11344
HQViT: Hybrid Quantum Vision Transformer for Image Classification	Hui Zhang, Qinglin Zhao, Mengchu Zhou	2025	arxiv 2504.02730
Multi-Instance Multi-Scale CNN for Medical Image Classification	Shaohua Li, Yong Liu, Xiuchao Sui	2019	arxiv 1907.02413
CAIPI in Practice: Towards Explainable Interactive Medical Image Classification	Emanuel Slany, Yannik Ott, Stephan Scheele	2022	arxiv 2204.02661
Improved EATFormer: A Vision Transformer for Medical Image Classification	Yulong Shisu, Susano Mingwin, Yongshuai Wanwag	2024	arxiv 2403.13167
Federated CLIP for Resource-Efficient Heterogeneous Medical Image Classification	Yihang Wu, Ahmad Chaddad	2025	arxiv 2511.07929
Exploring Budgeted Image Classification with Content-Sensitive Resource Allocation	Athanasios G. Papadopoulos	2026	arxiv 2607.23997
Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification	Yong Luo, Dacheng Tao, Chang Xu	2019	arxiv 1904.03921
Deep Sequential Feature Learning in Clinical Image Classification of Infectious Keratitis	Yesheng Xu, Ming Kong, Wenjia Xie	2020	arxiv 2006.02666
Selective Deep Convolutional Neural Network for Low Cost Distorted Image Classification	Minho Ha, Younghoon Byeon, Youngjoo Lee	2018	arxiv 1807.01418
One Explanation is Not Enough: Structured Attention Graphs for Image Classification	Vivswan Shitole, Li Fuxin, Minsuk Kahng	2020	arxiv 2011.06733
A Simple Approach to Adversarial Robustness in Few-shot Image Classification	Akshayvarun Subramanya, Hamed Pirsiavash	2022	arxiv 2204.05432
Data Generation for Satellite Image Classification Using Self-Supervised Representation Learning	Sarun Gulyanon, Wasit Limprasert, Pokpong Songmuang	2022	arxiv 2205.14418
AMF: Adaptable Weighting Fusion with Multiple Fine-tuning for Image Classification	Xuyang Shen, Jo Plested, Sabrina Caldwell	2022	arxiv 2207.12944
Multiplication fusion of sparse and collaborative-competitive representation for image classification	Zi-Qi Li, Jun Sun, Xiao-Jun Wu	2020	arxiv 2001.07090
Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image Classification	Kunpeng Qiu, Zhiying Zhou, Yongxin Guo	2024	arxiv 2401.05771

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