Research

Papers for “image classification”

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

Title	Authors	Year	Source
Three dimensional Deep Learning approach for remote sensing image classification	Amina Ben Hamida, A Benoit, Patrick Lambert	2018	arxiv 1806.05824
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network	Sheng Wan, Chen Gong, Ping Zhong	2019	arxiv 1909.11953
Transform-Invariant Convolutional Neural Networks for Image Classification and Search	Xu Shen, Xinmei Tian, Anfeng He	2019	arxiv 1912.01447
Teacher-Student chain for efficient semi-supervised histology image classification	Shayne Shaw, Maciej Pajak, Aneta Lisowska	2020	arxiv 2003.08797
Robust and On-the-fly Dataset Denoising for Image Classification	Jiaming Song, Lunjia Hu, Michael Auli	2020	arxiv 2003.10647
Learning and Exploiting Interclass Visual Correlations for Medical Image Classification	Dong Wei, Shilei Cao, Kai Ma	2020	arxiv 2007.06371
GhostImage: Remote Perception Attacks against Camera-based Image Classification Systems	Yanmao Man, Ming Li, Ryan Gerdes	2020	arxiv 2001.07792
StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification	Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan	2020	arxiv 2007.05008
Impact of base dataset design on few-shot image classification	Othman Sbai, Camille Couprie, Mathieu Aubry	2020	arxiv 2007.08872
Learning Kernel for Conditional Moment-Matching Discrepancy-based Image Classification	Chuan-Xian Ren, Pengfei Ge, Dao-Qing Dai	2020	arxiv 2008.10165
Learning Binary Semantic Embedding for Histology Image Classification and Retrieval	Xiao Kang, Xingbo Liu, Xiushan Nie	2020	arxiv 2010.03266
Image Classification by Reinforcement Learning with Two-State Q-Learning	Abdul Mueed Hafiz	2020	arxiv 2007.01298
Semi-supervised Complex-valued GAN for Polarimetric SAR Image Classification	Qigong Sun, Xiufang Li, Lingling Li	2019	arxiv 1906.03605
Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification	Chia-Wen Kuo, Chih-Yao Ma, Jia-Bin Huang	2019	arxiv 1906.05202
ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification	Yunyang Xiong, Hyunwoo J. Kim, Varsha Hedau	2019	arxiv 1904.03775
Cross-Domain Image Classification through Neural-Style Transfer Data Augmentation	Yijie Xu, Arushi Goel	2019	arxiv 1910.05611
Deep Sub-Ensembles for Fast Uncertainty Estimation in Image Classification	Matias Valdenegro-Toro	2019	arxiv 1910.08168
Interpreting Undesirable Pixels for Image Classification on Black-Box Models	Sin-Han Kang, Hong-Gyu Jung, Seong-Whan Lee	2019	arxiv 1909.12446
Domain Adaptation and Image Classification via Deep Conditional Adaptation Network	Pengfei Ge, Chuan-Xian Ren, Dao-Qing Dai	2020	arxiv 2006.07776
Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification	Wenshuo Zhou, Dalu Yang, Binghong Wu	2022	arxiv 2205.15658

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