Publications

Bin Deng, Kui Jia (2023). Universal Domain Adaptation from Foundation Models: A Baseline Study. In arVix.

Bin Deng, Kui Jia (2022). Counterfactual Supervision-Based Information Bottleneck for Out-of-Distribution Generalization. In Entropy.

PDF Cite Code DOI

Sen Jia, Bin Deng, Jiasong Zhu, Lin Deng, Qingquan Li (2022). 一种图像融合分类的方法及装置.

Bin Deng, Yabin Zhang, Hui Tang, Changxing Ding, Kui Jia (2021). On Universal Black-Box Domain Adaptation. In arVix.

Yabin Zhang, Bin Deng, Hui Tang, Lei Zhang, Kui Jia (2020). Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice. In TPAMI.

PDF Cite Code Slides DOI

Yabin Zhang, Bin Deng, Kui Jia, Lei Zhang (2020). Label Propagation with Augmented Anchors: A Simple Semi-supervised Learning Baseline for Unsupervised Domain Adaptation. In ECCV.

Bin Deng, Yabin Zhang, Kui Jia (2020). DETECT: A Deep Discriminative Clustering Baseline for Unsupervised and Universal Domain Adaptation.

PDF Cite Slides

Sen Jia, Bin Deng, Lin Deng (2020). 基于超像素级信息融合的高光谱图像的分类方法及系统.

Bin Deng, Sen Jia, Daming Shi (2019). Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification. In TGRS.

PDF Cite Code DOI

Bin Deng, Daming Shi (2019). Relation Network for Hyperspectral Image Classification. In ICMEW.

Zhijie Lin, Sen Jia, Bin Deng (2019). Multi-Task Embedded Convolutional Neural Network for Hyperspectral Image Classification. In ICME.

Sen Jia, Zhijie Lin, Bin Deng, Jiasong Zhu, Qingquan Li (2019). Cascade Superpixel Regularized Gabor Feature Fusion for Hyperspectral Image Classification. In TNNLS.

Bin Deng (2018). 基于超像素分割的高光谱图像特征变换和分类算法研究. In SZU.

Sen Jia, Bin Deng, Jiasong Zhu, Xiuping Jia, Qingquan Li (2017). Local Binary Pattern-Based Hyperspectral Image Classification With Superpixel Guidance. In TGRS.

Sen Jia, Bin Deng, Huimin, Lin Deng (2017). A Gabor feature fusion framework for hyperspectral imagery classification. In ICIP.

Sen Jia, Bin Deng, Qiang Huang (2017). An efficient superpixel-based sparse representation framework for hyperspectral image classification. In IJVML.

Sen Jia, Bin Deng, Jiasong Zhu, Xiuping Jia, Qingquan Li (2017). Superpixel-Based Multitask Learning Framework for Hyperspectral Image Classification. In TGRS.

Sen Jia, Bin Deng (2016). An Efficient Gabor Feature-Based Multi-task Joint Support Vector Machines Framework for Hyperspectral Image Classification. In CCPR.

Sen Jia, Bin Deng, Xiuping Jia (2016). Superpixel-level sparse representation-based classification for hyperspectral imagery. In IGARSS.