Research

Papers for “image classification”

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

Title	Authors	Year	Source
Deep reinforced active learning for multi-class image classification	Emma Slade, Kim M. Branson	2022	arxiv 2206.13391
MultiScale Spectral-Spatial Convolutional Transformer for Hyperspectral Image Classification	Zhiqiang Gong, Xian Zhou, Wen Yao	2023	arxiv 2310.18550
Adversarial Attacks on Image Classification Models: Analysis and Defense	Jaydip Sen, Abhiraj Sen, Ananda Chatterjee	2023	arxiv 2312.16880
Adapting a Segmentation Foundation Model for Medical Image Classification	Pengfei Gu, Haoteng Tang, Islam A. Ebeid	2025	arxiv 2505.06217
iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition	Yixuan Wei, Yue Cao, Zheng Zhang	2022	arxiv 2204.10760
Localizing Semantic Patches for Accelerating Image Classification	Chuanguang Yang, Zhulin An, Yongjun Xu	2022	arxiv 2206.03367
Multi-Label Image Classification with Contrastive Learning	Son D.Dao, Ethan Zhao, Dinh Phung	2021	arxiv 2107.11626
Cancer image classification based on DenseNet model	Ziliang Zhong, Muhang Zheng, Huafeng Mai	2020	arxiv 2011.11186
Advancements and Challenges in Quantum Machine Learning for Medical Image Classification: A Comprehensive Review	Md Farhan Shahriyar, Gazi Tanbhir	2025	arxiv 2504.13910
A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification	Jacob Fein-Ashley, Sachini Wickramasinghe, Bingyi Zhang	2024	arxiv 2402.00564
Parameter-Free Channel Attention for Image Classification and Super-Resolution	Yuxuan Shi, Lingxiao Yang, Wangpeng An	2023	arxiv 2303.11055
Defending Against Physically Realizable Attacks on Image Classification	Tong Wu, Liang Tong, Yevgeniy Vorobeychik	2019	arxiv 1909.09552
Activation Function Optimization Scheme for Image Classification	Abdur Rahman, Lu He, Haifeng Wang	2024	arxiv 2409.04915
MedMamba: Vision Mamba for Medical Image Classification	Yubiao Yue, Zhenzhang Li	2024	arxiv 2403.03849
Automatically designing CNN architectures using genetic algorithm for image classification	Yanan Sun, Bing Xue, Mengjie Zhang	2018	arxiv 1808.03818
Revisiting MLLMs: An In-Depth Analysis of Image Classification Abilities	Huan Liu, Lingyu Xiao, Jiangjiang Liu	2024	arxiv 2412.16418
A Novel Image Classification Framework Based on Variational Quantum Algorithms	Yixiong Chen	2023	arxiv 2312.07932
Efficient Document Image Classification Using Region-Based Graph Neural Network	Jaya Krishna Mandivarapu, Eric Bunch, Qian You	2021	arxiv 2106.13802
Medical Knowledge-Guided Deep Learning for Imbalanced Medical Image Classification	Long Gao, Chang Liu, Dooman Arefan	2021	arxiv 2111.10620
Reading Is Believing: Revisiting Language Bottleneck Models for Image Classification	Honori Udo, Takafumi Koshinaka	2024	arxiv 2406.15816

Search results