Research

Papers for “image classification”

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

Title	Authors	Year	Source
Frozen Feature Augmentation for Few-Shot Image Classification	Andreas Bär, Neil Houlsby, Mostafa Dehghani	2024	arxiv 2403.10519
AFINet: Attentive Feature Integration Networks for Image Classification	Xinglin Pan, Jing Xu, Yu Pan	2021	arxiv 2105.04354
Improved Knowledge Distillation for Land-Use Image Classification	Arundhuti Sur, Abhiroop Chatterjee, Susmita Ghosh	2026	arxiv 2606.14886
Image Classification with A Deep Network Model based on Compressive Sensing	Yufei Gan, Tong Zhuo, Chu He	2014	arxiv 1409.7307
Learning ordered pooling weights in image classification	J.I.Forcen, Miguel Pagola, Edurne Barrenechea	2020	arxiv 2007.01243
Sparse Deep Stacking Network for Image Classification	Jun Li, Heyou Chang, Jian Yang	2015	arxiv 1501.00777
Revisiting Autoregressive Models for Generative Image Classification	Ilia Sudakov, Artem Babenko, Dmitry Baranchuk	2026	arxiv 2603.19122
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification	Linchuan Xu, Jun Huang, Atsushi Nitanda	2020	arxiv 2007.15897
Deeply Supervised Layer Selective Attention Network: Towards Label-Efficient Learning for Medical Image Classification	Peng Jiang, Juan Liu, Lang Wang	2022	arxiv 2209.13844
Active Generation for Image Classification	Tao Huang, Jiaqi Liu, Shan You	2024	arxiv 2403.06517
Coarse to Fine: Multi-label Image Classification with Global/Local Attention	Fan Lyu, Fuyuan Hu, Victor S. Sheng	2020	arxiv 2012.13662
Classifying neuromorphic data using a deep learning framework for image classification	Roshan Gopalakrishnan, Yansong Chua, Laxmi R Iyer	2018	arxiv 1807.00578
CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification	Sankalp Sinha, Muhammad Saif Ullah Khan, Talha Uddin Sheikh	2024	arxiv 2405.03660
Deep neural networks with Fisher vector encoding for medical image classification	Lucas O. Lyra, Antonio E. Fabris, Joao B. Florindo	2026	arxiv 2605.01667
Boosting High Resolution Image Classification with Scaling-up Transformers	Yi Wang	2023	arxiv 2309.15277
Analysis of Convolutional Neural Networks for Document Image Classification	Chris Tensmeyer, Tony Martinez	2017	arxiv 1708.03273
Some Improvements on Deep Convolutional Neural Network Based Image Classification	Andrew G. Howard	2013	arxiv 1312.5402
A Quantum-Classical Hybrid Method for Image Classification and Segmentation	Sayantan Pramanik, M Girish Chandra, C V Sridhar	2021	arxiv 2109.14431
HiRo: A Compact Four-Directional Hierarchical Reservoir Token-Mixer for Efficient Image Classification	Md Farhadul Islam, Ishan Thakkar, J. Todd Hastings	2026	arxiv 2606.15151
LMFLOSS: A Hybrid Loss For Imbalanced Medical Image Classification	Abu Adnan Sadi, Labib Chowdhury, Nusrat Jahan	2022	arxiv 2212.12741

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