Research

Papers for “image classification”

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

Title	Authors	Year	Source
Hierarchical Representation based Query-Specific Prototypical Network for Few-Shot Image Classification	Yaohui Li, Huaxiong Li, Haoxing Chen	2021	arxiv 2103.11384
A Benchmark Study of Neural Network Compression Methods for Hyperspectral Image Classification	Sai Shi	2026	arxiv 2603.04720
L-MCAT: Unpaired Multimodal Transformer with Contrastive Attention for Label-Efficient Satellite Image Classification	Mitul Goswami, Mrinal Goswami	2025	arxiv 2507.20259
A Novel Multi-scale Attention Feature Extraction Block for Aerial Remote Sensing Image Classification	Chiranjibi Sitaula, Jagannath Aryal, Avik Bhattacharya	2023	arxiv 2308.14076
SI-GAT: A method based on improved Graph Attention Network for sonar image classification	Can Lei, Huigang Wang, Juan Lei	2022	arxiv 2211.15133
Interaction as Explanation: A User Interaction-based Method for Explaining Image Classification Models	Hyeonggeun Yun	2024	arxiv 2404.09828
TALDS-Net: Task-Aware Adaptive Local Descriptors Selection for Few-shot Image Classification	Qian Qiao, Yu Xie, Ziyin Zeng	2023	arxiv 2312.05449
Domain-decomposed image classification algorithms using linear discriminant analysis and convolutional neural networks	Axel Klawonn, Martin Lanser, Janine Weber	2024	arxiv 2410.23359
Open-Set Domain Generalization through Spectral-Spatial Uncertainty Disentanglement for Hyperspectral Image Classification	Amirreza Khoshbakht, Erchan Aptoula	2025	arxiv 2506.09460
A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification	Cam Le, Lam Pham, Nghia NVN	2022	arxiv 2211.02820
Hierarchical Mask-Enhanced Dual Reconstruction Network for Few-Shot Fine-Grained Image Classification	Ning Luo, Meiyin Hu, Huan Wan	2025	arxiv 2506.20263
Wise-SrNet: A Novel Architecture for Enhancing Image Classification by Learning Spatial Resolution of Feature Maps	Mohammad Rahimzadeh, AmirAli Askari, Soroush Parvin	2021	arxiv 2104.12294
DeepSat V2: Feature Augmented Convolutional Neural Nets for Satellite Image Classification	Qun Liu, Saikat Basu, Sangram Ganguly	2019	arxiv 1911.07747
A Systematic Comparison of Encrypted Machine Learning Solutions for Image Classification	Veneta Haralampieva, Daniel Rueckert, Jonathan Passerat-Palmbach	2020	arxiv 2011.05296
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification	Fengbei Liu, Yu Tian, Yuanhong Chen	2021	arxiv 2111.12918
Vision Backbone Efficient Selection for Image Classification in Low-Data Regimes	Joris Guerin, Shray Bansal, Amirreza Shaban	2024	arxiv 2410.08592
Transfer of Pretrained Model Weights Substantially Improves Semi-Supervised Image Classification	Attaullah Sahito, Eibe Frank, Bernhard Pfahringer	2021	arxiv 2109.00788
Polarimetric Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification	Fang Liu, Junfei Shi, Licheng Jiao	2015	arxiv 1507.00110
Features based Mammogram Image Classification using Weighted Feature Support Vector Machine	S. Kavitha, K.K. Thyagharajan	2020	arxiv 2009.09300
Convolution goes higher-order: a biologically inspired mechanism empowers image classification	Simone Azeglio, Olivier Marre, Peter Neri	2024	arxiv 2412.06740

Search results