Research

Papers for “image classification”

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

Title	Authors	Year	Source
Hierarchical ResNeXt Models for Breast Cancer Histology Image Classification	Ismaël Koné, Lahsen Boulmane	2018	arxiv 1810.09025
Decomposition-Based Transfer Distance Metric Learning for Image Classification	Yong Luo, Tongliang Liu, Dacheng Tao	2019	arxiv 1904.03846
High Frequency Residual Learning for Multi-Scale Image Classification	Bowen Cheng, Rong Xiao, Jianfeng Wang	2019	arxiv 1905.02649
Pose Guided Attention for Multi-label Fashion Image Classification	Beatriz Quintino Ferreira, João P. Costeira, Ricardo G. Sousa	2019	arxiv 1911.05024
Large-scale spatiotemporal photonic reservoir computer for image classification	Piotr Antonik, Nicolas Marsal, Damien Rontani	2020	arxiv 2004.02542
Semi-supervised Medical Image Classification with Global Latent Mixing	Prashnna Kumar Gyawali, Sandesh Ghimire, Pradeep Bajracharya	2020	arxiv 2005.11217
From ImageNet to Image Classification: Contextualizing Progress on Benchmarks	Dimitris Tsipras, Shibani Santurkar, Logan Engstrom	2020	arxiv 2005.11295
Few-Shot Image Classification via Contrastive Self-Supervised Learning	Jianyi Li, Guizhong Liu	2020	arxiv 2008.09942
Measuring Robustness to Natural Distribution Shifts in Image Classification	Rohan Taori, Achal Dave, Vaishaal Shankar	2020	arxiv 2007.00644
LiteDepthwiseNet: An Extreme Lightweight Network for Hyperspectral Image Classification	Benlei Cui, XueMei Dong, Qiaoqiao Zhan	2020	arxiv 2010.07726
Double Transfer Learning for Breast Cancer Histopathologic Image Classification	Jonathan de Matos, Alceu de S. Britto Jr., Luiz E. S. Oliveira	2019	arxiv 1904.07834
A novel statistical metric learning for hyperspectral image classification	Zhiqiang Gong, Ping Zhong, Weidong Hu	2019	arxiv 1905.05087
Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification	Ringo S.W. Chu, Ho-Cheung Ng, Xiwei Wang	2019	arxiv 1906.11981
A simple and effective postprocessing method for image classification	Yan Liu, Yun Li, Yunhao Yuan	2019	arxiv 1906.07934
Hyperspectral Image Classification Based on Adaptive Sparse Deep Network	Jingwen Yan, Zixin Xie, Jingyao Chen	2019	arxiv 1910.09405
Gated Convolutional Networks with Hybrid Connectivity for Image Classification	Chuanguang Yang, Zhulin An, Hui Zhu	2019	arxiv 1908.09699
Tensor Alignment Based Domain Adaptation for Hyperspectral Image Classification	Yao Qin, Lorenzo Bruzzone, Biao Li	2018	arxiv 1808.09769
Spectral Pyramid Graph Attention Network for Hyperspectral Image Classification	Tinghuai Wang, Guangming Wang, Kuan Eeik Tan	2020	arxiv 2001.07108
Exploring Cross-Domain Pretrained Model for Hyperspectral Image Classification	Hyungtae Lee, Sungmin Eum, Heesung Kwon	2022	arxiv 2204.03144
A Closer Look at Personalization in Federated Image Classification	Changxing Jing, Yan Huang, Yihong Zhuang	2022	arxiv 2204.11841

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