Research

Papers for “image classification”

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

Title	Authors	Year	Source
Wavelet-Attention CNN for Image Classification	Zhao Xiangyu	2022	arxiv 2201.09271
Discriminative models for robust image classification	Umamahesh Srinivas	2016	arxiv 1603.02736
LMM-Regularized CLIP Embeddings for Image Classification	Maria Tzelepi, Vasileios Mezaris	2024	arxiv 2412.11663
Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper)	Mahabubul Alam, Satwik Kundu, Rasit Onur Topaloglu	2021	arxiv 2109.02862
Long-Tailed Medical Image Classification	Nathanael Ren, Saagar Arya	2026	arxiv 2607.23883
Image Classification with CondenseNeXt for ARM-Based Computing Platforms	Priyank Kalgaonkar, Mohamed El-Sharkawy	2021	arxiv 2106.14102
Image Classification and Retrieval from User-Supplied Tags	Hamid Izadinia, Ali Farhadi, Aaron Hertzmann	2014	arxiv 1411.6909
DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification	Xianghong Fang, Haoli Bai, Ziyi Guo	2018	arxiv 1812.11478
Online Class-Incremental Learning For Real-World Food Image Classification	Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu	2023	arxiv 2301.05246
Improving the trustworthiness of image classification models by utilizing bounding-box annotations	Dharma KC, Chicheng Zhang	2021	arxiv 2108.10131
Accelerating Image Classification with Graph Convolutional Neural Networks using Voronoi Diagrams	Mustafa Mohammadi Gharasuie, Luis Rueda	2025	arxiv 2508.14218
iPac: Incorporating Intra-image Patch Context into Graph Neural Networks for Medical Image Classification	Usama Zidan, Mohamed Gaber, Mohammed M. Abdelsamea	2025	arxiv 2510.23504
Enhanced Convolutional Neural Networks for Improved Image Classification	Xiaoran Yang, Shuhan Yu, Wenxi Xu	2025	arxiv 2502.00663
Remote Sensing Image Classification with the SEN12MS Dataset	Michael Schmitt, Yu-Lun Wu	2021	arxiv 2104.00704
Adversarial Attacks on Image Classification Models: FGSM and Patch Attacks and their Impact	Jaydip Sen, Subhasis Dasgupta	2023	arxiv 2307.02055
UX Heuristics and Checklist for Deep Learning powered Mobile Applications with Image Classification	Christiane Gresse von Wangenheim, Gustavo Dirschnabel	2023	arxiv 2307.05513
Personalized Quantum Federated Learning for Privacy Image Classification	Jinjing Shi, Tian Chen, Shichao Zhang	2024	arxiv 2410.02547
Probabilistic Deep Metric Learning for Hyperspectral Image Classification	Chengkun Wang, Wenzhao Zheng, Xian Sun	2022	arxiv 2211.08349
XFMamba: Cross-Fusion Mamba for Multi-View Medical Image Classification	Xiaoyu Zheng, Xu Chen, Shaogang Gong	2025	arxiv 2503.02619
MLLM-Routed Heterogeneous Ensembles for Robust Cross-Dataset Image Classification	Daniel Perkins, John Squires, Janou Milligan	2026	arxiv 2608.13463

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