Research

Papers for “image classification”

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

Title	Authors	Year	Source
Designing Adaptive Neural Networks for Energy-Constrained Image Classification	Dimitrios Stamoulis, Ting-Wu Chin, Anand Krishnan Prakash	2018	arxiv 1808.01550
A Modern Look at Simplicity Bias in Image Classification Tasks	Xiaoguang Chang, Teng Wang, Changyin Sun	2025	arxiv 2509.12265
Quantum Compressed Sensing Enables Image Classification with a Single Photon	Yanshan Fan, Jianyong Hu, Shuxiao Wu	2026	arxiv 2604.25480
Explainable Analysis of Deep Learning Methods for SAR Image Classification	Shenghan Su, Ziteng Cui, Weiwei Guo	2022	arxiv 2204.06783
Bag of Tricks for Image Classification with Convolutional Neural Networks	Tong He, Zhi Zhang, Hang Zhang	2018	arxiv 1812.01187
Joint Hierarchical Category Structure Learning and Large-Scale Image Classification	Yanyun Qu, Li Lin, Fumin Shen	2017	arxiv 1709.05072
Efficient Dynamic Attention 3D Convolution for Hyperspectral Image Classification	Guandong Li, Mengxia Ye	2025	arxiv 2503.23472
Text-guided Foundation Model Adaptation for Pathological Image Classification	Yunkun Zhang, Jin Gao, Mu Zhou	2023	arxiv 2307.14901
Quantum Image Classification: Experiments on Utility-Scale Quantum Computers	Hrant Gharibyan, Hovnatan Karapetyan, Tigran Sedrakyan	2025	arxiv 2504.10595
A probabilistic patch based image representation using Conditional Random Field model for image classification	Fariborz Taherkhani	2016	arxiv 1607.06797
Comparison Knowledge Translation for Generalizable Image Classification	Zunlei Feng, Tian Qiu, Sai Wu	2022	arxiv 2205.03633
CRL: Class Representative Learning for Image Classification	Mayanka Chandrashekar, Yugyung Lee	2020	arxiv 2002.06619
Image Classification Based on Quantum KNN Algorithm	Yijie Dang, Nan Jiang, Hao Hu	2018	arxiv 1805.06260
Matching Feature Sets for Few-Shot Image Classification	Arman Afrasiyabi, Hugo Larochelle, Jean-François Lalonde	2022	arxiv 2204.00949
ProtoSolo: Interpretable Image Classification via Single-Prototype Activation	Yitao Peng, Lianghua He, Hongzhou Chen	2025	arxiv 2506.19808
Emergent symbolic language based deep medical image classification	Aritra Chowdhury, Alberto Santamaria-Pang, James R. Kubricht	2020	arxiv 2008.09860
Recurrent Contrastive Learning for Imbalanced Medical Image Classification	Zhiyuan Zhu, Xinling Meng, Junxuan Yu	2026	arxiv 2608.03304
Tensor-based algorithms for image classification	Stefan Klus, Patrick Gel\ss	2019	arxiv 1910.02150
Rethinking Benchmarks for Differentially Private Image Classification	Sabrina Mokhtari, Sara Kodeiri, Shubhankar Mohapatra	2026	arxiv 2601.17189
Can Score-Based Generative Modeling Effectively Handle Medical Image Classification?	Sushmita Sarker, Prithul Sarker, George Bebis	2025	arxiv 2502.17727

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