Research

Papers for “image classification”

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

Title	Authors	Year	Source
Semi-supervised Learning for COVID-19 Image Classification via ResNet	Lucy Nwosu, Xiangfang Li, Lijun Qian	2021	arxiv 2103.06140
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification	Rabab Abdelfattah, Qing Guo, Xiaoguang Li	2023	arxiv 2307.16634
Retrieval-enriched zero-shot image classification in low-resource domains	Nicola Dall'Asen, Yiming Wang, Enrico Fini	2024	arxiv 2411.00988
Learning Partial Correlation based Deep Visual Representation for Image Classification	Saimunur Rahman, Piotr Koniusz, Lei Wang	2023	arxiv 2304.11597
A Novel Explainable Artificial Intelligence Model in Image Classification problem	Quoc Hung Cao, Truong Thanh Hung Nguyen, Vo Thanh Khang Nguyen	2023	arxiv 2307.04137
Take 5: Interpretable Image Classification with a Handful of Features	Thomas Norrenbrock, Marco Rudolph, Bodo Rosenhahn	2023	arxiv 2303.13166
Semi-supervised Hyperspectral Image Classification with Graph Clustering Convolutional Networks	Hao Zeng, Qingjie Liu, Mingming Zhang	2020	arxiv 2012.10932
Efficient Convolutional Neural Networks on Raspberry Pi for Image Classification	Rui-Yang Ju, Ting-Yu Lin, Jia-Hao Jian	2022	arxiv 2204.00943
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification	Massimiliano Patacchiola, John Bronskill, Aliaksandra Shysheya	2022	arxiv 2206.09843
Nonnegative/Binary Matrix Factorization for Image Classification using Quantum Annealing	Hinako Asaoka, Kazue Kudo	2023	arxiv 2311.01028
Lean classical-quantum hybrid neural network model for image classification	Ao Liu, Cuihong Wen, Jieci Wang	2024	arxiv 2412.02059
TAKT: Target-Aware Knowledge Transfer for Whole Slide Image Classification	Conghao Xiong, Yi Lin, Hao Chen	2023	arxiv 2303.05780
Revisiting 2D Foundation Models for Scalable 3D Medical Image Classification	Han Liu, Bogdan Georgescu, Yanbo Zhang	2025	arxiv 2512.12887
Why Does It Look There? Structured Explanations for Image Classification	Jiarui Li, Zixiang Yin, Samuel J Landry	2026	arxiv 2603.10234
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale	Alina Kuznetsova, Hassan Rom, Neil Alldrin	2018	arxiv 1811.00982
DGCNet: An Efficient 3D-Densenet based on Dynamic Group Convolution for Hyperspectral Remote Sensing Image Classification	Guandong Li	2023	arxiv 2307.06667
Relation Network for Multi-label Aerial Image Classification	Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu	2019	arxiv 1907.07274
Non-binary deep transfer learning for image classification	Jo Plested, Xuyang Shen, Tom Gedeon	2021	arxiv 2107.08585
Active Label Refinement for Robust Training of Imbalanced Medical Image Classification Tasks in the Presence of High Label Noise	Bidur Khanal, Tianhong Dai, Binod Bhattarai	2024	arxiv 2407.05973
Langevin algorithms for very deep Neural Networks with application to image classification	Pierre Bras	2022	arxiv 2212.14718

Search results