Research

Papers for “image classification”

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

Title	Authors	Year	Source
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification	Ahmad Chaddad, Yihang Wu, Yuchen Jiang	2025	arxiv 2502.10694
One-Class Risk Estimation for One-Class Hyperspectral Image Classification	Hengwei Zhao, Yanfei Zhong, Xinyu Wang	2022	arxiv 2210.15457
LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification	Debesh Jha, Anis Yazidi, Michael A. Riegler	2021	arxiv 2101.02268
Multi-class Generative Adversarial Nets for Semi-supervised Image Classification	Saman Motamed, Farzad Khalvati	2021	arxiv 2102.06944
Rethinking Recurrent Neural Networks and Other Improvements for Image Classification	Nguyen Huu Phong, Bernardete Ribeiro	2020	arxiv 2007.15161
Multiclass Burn Wound Image Classification Using Deep Convolutional Neural Networks	Behrouz Rostami, Jeffrey Niezgoda, Sandeep Gopalakrishnan	2021	arxiv 2103.01361
BA^2M: A Batch Aware Attention Module for Image Classification	Qishang Cheng, Hongliang Li, Qingbo Wu	2021	arxiv 2103.15099
Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification	Francisco Utrera, Evan Kravitz, N. Benjamin Erichson	2020	arxiv 2007.05869
Filter Distribution Templates in Convolutional Networks for Image Classification Tasks	Ramon Izquierdo-Cordova, Walterio Mayol-Cuevas	2021	arxiv 2104.13993
Portuguese Man-of-War Image Classification with Convolutional Neural Networks	Alessandra Carneiro, Lorena Nascimento, Mauricio Noernberg	2022	arxiv 2207.01171
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing	Christoph Reinders, Frederik Schubert, Bodo Rosenhahn	2022	arxiv 2202.11616
Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification	Faris Almalik, Mohammad Yaqub, Karthik Nandakumar	2022	arxiv 2208.02851
NVUM: Non-Volatile Unbiased Memory for Robust Medical Image Classification	Fengbei Liu, Yuanhong Chen, Yu Tian	2021	arxiv 2103.04053
Semi-Supervised Learning with Pseudo-Negative Labels for Image Classification	Hao Xu, Hui Xiao, Huazheng Hao	2023	arxiv 2301.03976
Enhancing ResNet Image Classification Performance by using Parameterized Hypercomplex Multiplication	Nazmul Shahadat, Anthony S. Maida	2023	arxiv 2301.04623
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification	Zhenrong Shen, Maosong Cao, Sheng Wang	2023	arxiv 2307.06182
LCReg: Long-Tailed Image Classification with Latent Categories based Recognition	Weide Liu, Zhonghua Wu, Yiming Wang	2023	arxiv 2309.07186
Interpretable Medical Image Classification using Prototype Learning and Privileged Information	Luisa Gallee, Meinrad Beer, Michael Goetz	2023	arxiv 2310.15741
Differentially Private Image Classification by Learning Priors from Random Processes	Xinyu Tang, Ashwinee Panda, Vikash Sehwag	2023	arxiv 2306.06076
Image Classification using Combination of Topological Features and Neural Networks	Mariana Dória Prata Lima, Gilson Antonio Giraldi, Gastão Florêncio Miranda Junior	2023	arxiv 2311.06375

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