Research

Papers for “image classification”

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

Title	Authors	Year	Source
Multi-level Relation Learning for Cross-domain Few-shot Hyperspectral Image Classification	Chun Liu, Longwei Yang, Zheng Li	2023	arxiv 2311.01212
AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification	Suorong Yang, Jinqiao Li, Jian Zhao	2022	arxiv 2211.16040
Hallucinating Saliency Maps for Fine-Grained Image Classification for Limited Data Domains	Carola Figueroa-Flores, Bogdan Raducanu, David Berga	2020	arxiv 2007.12562
FrequentNet: A Novel Interpretable Deep Learning Model for Image Classification	Yifei Li, Kuangyan Song, Yiming Sun	2020	arxiv 2001.01034
3D CNN with Localized Residual Connections for Hyperspectral Image Classification	Shivangi Dwivedi, Murari Mandal, Shekhar Yadav	2019	arxiv 1912.03000
Privacy-Preserving Image Classification Using ConvMixer with Adaptive Permutation Matrix	Zheng Qi, AprilPyone MaungMaung, Hitoshi Kiya	2022	arxiv 2208.02556
MedMambaLite: Hardware-Aware Mamba for Medical Image Classification	Romina Aalishah, Mozhgan Navardi, Tinoosh Mohsenin	2025	arxiv 2508.05049
Spatial-Aware Dictionary Learning for Hyperspectral Image Classification	Ali Soltani-Farani, Hamid R. Rabiee, Seyyed Abbas Hosseini	2013	arxiv 1308.1187
A novel statistical approach to analyze image classification	Juntong Chen, Sophie Langer, Johannes Schmidt-Hieber	2022	arxiv 2206.02151
Hybrid Quantum-Classical Learning for Multiclass Image Classification	Shuchismita Anwar, Sowmitra Das, Muhammad Iqbal Hossain	2025	arxiv 2508.18161
Vocabulary-free Image Classification and Semantic Segmentation	Alessandro Conti, Enrico Fini, Massimiliano Mancini	2024	arxiv 2404.10864
Explicitly Modeled Attention Maps for Image Classification	Andong Tan, Duc Tam Nguyen, Maximilian Dax	2020	arxiv 2006.07872
Deep Neural Networks Fused with Textures for Image Classification	Asish Bera, Debotosh Bhattacharjee, Mita Nasipuri	2023	arxiv 2308.01813
An Automated CNN Recommendation System for Image Classification Tasks	Song Wang, Li Sun, Wei Fan	2016	arxiv 1612.08484
Spatial-context-aware deep neural network for multi-class image classification	Jialu Zhang, Qian Zhang, Jianfeng Ren	2021	arxiv 2111.12296
Masked Face Image Classification with Sparse Representation based on Majority Voting Mechanism	Han Wang	2020	arxiv 2011.04556
Seeing the Intangible: Survey of Image Classification into High-Level and Abstract Categories	Delfina Sol Martinez Pandiani, Valentina Presutti	2023	arxiv 2308.10562
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification	Sheng-Jie Liu, Haowen Luo, Qian Shi	2020	arxiv 2006.15771
Revisiting a kNN-based Image Classification System with High-capacity Storage	Kengo Nakata, Youyang Ng, Daisuke Miyashita	2022	arxiv 2204.01186
ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification	Zhixiong Yang, Junwen Pan, Yanzhan Yang	2022	arxiv 2209.00183

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