Research

Papers for “image classification”

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

Title	Authors	Year	Source
Evaluation of Output Embeddings for Fine-Grained Image Classification	Zeynep Akata, Scott Reed, Daniel Walter	2014	arxiv 1409.8403
Compositional Model based Fisher Vector Coding for Image Classification	Lingqiao Liu, Peng Wang, Chunhua Shen	2016	arxiv 1601.04143
Quantum Bayes Classifiers and Their Application in Image Classification	Ming-Ming Wang, Xiao-Ying Zhang	2024	arxiv 2401.01588
A Pseudo-labelling Auto-Encoder for unsupervised image classification	Aymene Mohammed Bouayed, Karim Atif, Rachid Deriche	2020	arxiv 2012.03322
Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification	Abhipsa Basu, Aviral Gupta, Abhijnya Bhat	2025	arxiv 2511.08711
Prompt-Guided Foundation Model Tuning for Pathology Image Classification	Yi Lin, Zhengjie Zhu, Kwang-Ting Cheng	2024	arxiv 2403.12537
Improving Evaluation of Debiasing in Image Classification	Jungsoo Lee, Juyoung Lee, Sanghun Jung	2022	arxiv 2206.03680
Chaotic CNN for Limited Data Image Classification	Anusree M, Akhila Henry, Pramod P Nair	2026	arxiv 2604.14645
Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification	Hao Ren, Jianlin Su, Hong Lu	2019	arxiv 1901.10112
Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification	Zhuoning Yuan, Yan Yan, Milan Sonka	2020	arxiv 2012.03173
Exploiting the relationship between visual and textual features in social networks for image classification with zero-shot deep learning	Luis Lucas, David Tomas, Jose Garcia-Rodriguez	2021	arxiv 2107.03751
A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification	Babak Rokh, Ali Azarpeyvand, Alireza Khanteymoori	2022	arxiv 2205.07877
LipCache: A Local Inference Proxy with Certified Caching for Edge Image Classification Service	Zhengzhe Xiang, Yinlin Chen, Fuli Ying	2026	arxiv 2608.13144
A Light-weight Deep Learning Model for Remote Sensing Image Classification	Lam Pham, Cam Le, Dat Ngo	2023	arxiv 2302.13028
XOOD: Extreme Value Based Out-Of-Distribution Detection For Image Classification	Frej Berglind, Haron Temam, Supratik Mukhopadhyay	2022	arxiv 2208.00629
Multi-Fake Evolutionary Generative Adversarial Networks for Imbalance Hyperspectral Image Classification	Tanmoy Dam, Nidhi Swami, Sreenatha G. Anavatti	2021	arxiv 2111.04019
FedNS: Improving Federated Learning for collaborative image classification on mobile clients	Yaoxin Zhuo, Baoxin Li	2021	arxiv 2101.07995
Training Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation	Zhiyong Cheng, Daniel Soudry, Zexi Mao	2015	arxiv 1503.03562
Advances in Hyperspectral Image Classification: Earth monitoring with statistical learning methods	Gustavo Camps-Valls, Devis Tuia, Lorenzo Bruzzone	2013	arxiv 1310.5107
A Transfer Learning Evaluation of Deep Neural Networks for Image Classification	Nermeen Abou Baker, Nico Zengeler, Uwe Handmann	2026	arxiv 2605.11989

Search results