Research

Papers for “image classification”

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

Title	Authors	Year	Source
VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language Models	Purushothaman Natarajan, Athira Nambiar	2024	arxiv 2408.12808
Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification	Sudi Murindanyi, Joyce Nakatumba-Nabende, Rahman Sanya	2024	arxiv 2408.12426
Efficient Model-Agnostic Multi-Group Equivariant Networks	Razan Baltaji, Sourya Basu, Lav R. Varshney	2023	arxiv 2310.09675
P-YOLOv8: Efficient and Accurate Real-Time Detection of Distracted Driving	Mohamed R. Elshamy, Heba M. Emara, Mohamed R. Shoaib	2024	arxiv 2410.15602
Robust Asymmetric Loss for Multi-Label Long-Tailed Learning	Wongi Park, Inhyuk Park, Sungeun Kim	2023	arxiv 2308.05542
FedSN: A Federated Learning Framework over Heterogeneous LEO Satellite Networks	Zheng Lin, Zhe Chen, Zihan Fang	2023	arxiv 2311.01483
Visual-RFT: Visual Reinforcement Fine-Tuning	Ziyu Liu, Zeyi Sun, Yuhang Zang	2025	arxiv 2503.01785
Label Structure Preserving Contrastive Embedding for Multi-Label Learning with Missing Labels	Zhongchen Ma, Lisha Li, Qirong Mao	2022	arxiv 2209.01314
Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial Networks	Tehseen Zia, Zeeshan Nisar, Shakeeb Murtaza	2023	arxiv 2301.08939
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation	Xiaohu Lu, Hayder Radha	2023	arxiv 2309.06528
Divergences in Color Perception between Deep Neural Networks and Humans	Ethan O. Nadler, Elise Darragh-Ford, Bhargav Srinivasa Desikan	2023	arxiv 2309.05809
Basic Thresholding Classification	Mehmet Altan Toksöz	2017	arxiv 1712.03217
Transductive Label Augmentation for Improved Deep Network Learning	Ismail Elezi, Alessandro Torcinovich, Sebastiano Vascon	2018	arxiv 1805.10546
Toward Relative Positional Encoding in Spiking Transformers	Changze Lv, Yansen Wang, Dongqi Han	2025	arxiv 2501.16745
MoMBS: Mixed-order minibatch sampling enhances model training from diverse-quality images	Han Li, Hu Han, S. Kevin Zhou	2025	arxiv 2505.18741
Quantum Neural Networks in Practice: A Comparative Study with Classical Models from Standard Data Sets to Industrial Images	Daniel Basilewitsch, João F. Bravo, Christian Tutschku	2024	arxiv 2411.19276
On-board classification of underwater images using hybrid classical-quantum CNN based method	Sreeraj Rajan Warrier, D Sri Harshavardhan Reddy, Sriya Bada	2024	arxiv 2404.13130
Do Generalized-Gamma Scale Mixtures of Normals Fit Large Image Datasets?	Brandon Marks, Yash Dave, Zixun Wang	2025	arxiv 2512.17038
bispectrum: Selective $G$-Bispectra Made Practical	Johan Mathe, Adele Myers, Simon Mataigne	2026	arxiv 2605.07270
In-Context Learning for Wound Classification with Small Multimodal Language Models	George Martvel, Oskar Gustafsson, John Pavia	2026	arxiv 2607.18819

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