Research

Papers for “image classification”

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

Title	Authors	Year	Source
Superpixel-based Knowledge Infusion in Deep Neural Networks for Image Classification	Gunjan Chhablani, Abheesht Sharma, Harshit Pandey	2021	arxiv 2105.09448
Group Based Deep Shared Feature Learning for Fine-grained Image Classification	Xuelu Li, Vishal Monga	2020	arxiv 2004.01817
Improving Bag-of-Visual-Words Towards Effective Facial Expressive Image Classification	Dawood Al Chanti, Alice Caplier	2018	arxiv 1810.00360
A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification	Bar\iş Büyüktaş, Gencer Sumbul, Begüm Demir	2025	arxiv 2503.10262
Spectral-Spatial Self-Supervised Learning for Few-Shot Hyperspectral Image Classification	Wenchen Chen, Yanmei Zhang, Zhongwei Xiao	2025	arxiv 2505.12482
Robust Sensible Adversarial Learning of Deep Neural Networks for Image Classification	Jungeum Kim, Xiao Wang	2022	arxiv 2205.10457
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification	Zhu Han, Ce Zhang, Lianru Gao	2024	arxiv 2412.03897
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification	Oren Nuriel, Sagie Benaim, Lior Wolf	2020	arxiv 2010.05785
Image Classification Using CNN-QNN Hybrid Model with Optimized Correlated Features	Minseo Seong, Youngwook Kim	2026	arxiv 2608.04379
Bias mitigation techniques in image classification: fair machine learning in human heritage collections	Dalia Ortiz Pablo, Sushruth Badri, Erik Norén	2023	arxiv 2303.11449
An All-digital 8.6-nJ/Frame 65-nm Tsetlin Machine Image Classification Accelerator	Svein Anders Tunheim, Yujin Zheng, Lei Jiao	2025	arxiv 2501.19347
Invariance encoding in sliced-Wasserstein space for image classification with limited training data	Mohammad Shifat E Rabbi, Yan Zhuang, Shiying Li	2022	arxiv 2201.02980
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification	Aliaksandra Shysheya, John Bronskill, Massimiliano Patacchiola	2022	arxiv 2206.08671
Spatial-Geometry Enhanced 3D Dynamic Snake Convolutional Neural Network for Hyperspectral Image Classification	Guandong Li, Mengxia Ye	2025	arxiv 2504.04463
A New Distance Measure for Non-Identical Data with Application to Image Classification	Muthukaruppan Swaminathan, Pankaj Kumar Yadav, Obdulio Piloto	2016	arxiv 1610.09766
Medical Image Classification via SVM using LBP Features from Saliency-Based Folded Data	Zehra Camlica, H.R. Tizhoosh, Farzad Khalvati	2015	arxiv 1509.04619
Artificial Intelligence-Based Image Classification for Diagnosis of Skin Cancer: Challenges and Opportunities	Manu Goyal, Thomas Knackstedt, Shaofeng Yan	2019	arxiv 1911.11872
Explaining Vision GNNs: A Semantic and Visual Analysis of Graph-based Image Classification	Nikolaos Chaidos, Angeliki Dimitriou, Nikolaos Spanos	2025	arxiv 2504.19682
Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification	Yulin Wang, Kangchen Lv, Rui Huang	2020	arxiv 2010.05300
Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models	Patrick Müller, Alexander Braun, Margret Keuper	2025	arxiv 2504.18510

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