Picture for Yijie Wang

Yijie Wang

Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning

May 25, 2023
Hongzuo Xu, Yijie Wang, Juhui Wei, Songlei Jian, Yizhou Li, Ning Liu

Figure 1 for Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning

Figure 2 for Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning

Figure 3 for Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning

Figure 4 for Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning

* Accepted by ICML 2023

Access Paper or Ask Questions

Inhomogeneous graph trend filtering via a l2,0 cardinality penalty

Apr 11, 2023
Xiaoqing Huang, Andersen Ang, Jie Zhang, Yijie Wang

Figure 1 for Inhomogeneous graph trend filtering via a l2,0 cardinality penalty

Figure 2 for Inhomogeneous graph trend filtering via a l2,0 cardinality penalty

Figure 3 for Inhomogeneous graph trend filtering via a l2,0 cardinality penalty

Figure 4 for Inhomogeneous graph trend filtering via a l2,0 cardinality penalty

* 21 pages, 3 figures, 4 tables

Access Paper or Ask Questions

Calibrated One-class Classification for Unsupervised Time Series Anomaly Detection

Jul 25, 2022
Hongzuo Xu, Yijie Wang, Songlei Jian, Qing Liao, Yongjun Wang, Guansong Pang

Figure 1 for Calibrated One-class Classification for Unsupervised Time Series Anomaly Detection

Figure 2 for Calibrated One-class Classification for Unsupervised Time Series Anomaly Detection

Figure 3 for Calibrated One-class Classification for Unsupervised Time Series Anomaly Detection

Figure 4 for Calibrated One-class Classification for Unsupervised Time Series Anomaly Detection

* 13 pages, 10 figures

Access Paper or Ask Questions

Deep Isolation Forest for Anomaly Detection

Jun 14, 2022
Hongzuo Xu, Guansong Pang, Yijie Wang, Yongjun Wang

Figure 1 for Deep Isolation Forest for Anomaly Detection

Figure 2 for Deep Isolation Forest for Anomaly Detection

Figure 3 for Deep Isolation Forest for Anomaly Detection

Figure 4 for Deep Isolation Forest for Anomaly Detection

* submission of KDD 2022, 12 pages, 7 figures; the source code is released at https://github.com/xuhongzuo/deep-iforest

Access Paper or Ask Questions

RayMVSNet: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo

Apr 04, 2022
Junhua Xi, Yifei Shi, Yijie Wang, Yulan Guo, Kai Xu

Figure 1 for RayMVSNet: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo

Figure 2 for RayMVSNet: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo

Figure 3 for RayMVSNet: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo

Figure 4 for RayMVSNet: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo

* cvpr 2022, 11 pages

Access Paper or Ask Questions

Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics

Oct 26, 2021
Andersen Ang, Jianzhu Ma, Nianjun Liu, Kun Huang, Yijie Wang

Figure 1 for Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics

Figure 2 for Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics

Figure 3 for Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics

Figure 4 for Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics

* 12 pages, 5 figures

Access Paper or Ask Questions

Fast Projection onto the Capped Simplex withApplications to Sparse Regression in Bioinformatics

Oct 19, 2021
Andersen Ang, Jianzhu Ma, Nianjun Liu, Kun Huang, Yijie Wang

Figure 1 for Fast Projection onto the Capped Simplex withApplications to Sparse Regression in Bioinformatics

Figure 2 for Fast Projection onto the Capped Simplex withApplications to Sparse Regression in Bioinformatics

Figure 3 for Fast Projection onto the Capped Simplex withApplications to Sparse Regression in Bioinformatics

Figure 4 for Fast Projection onto the Capped Simplex withApplications to Sparse Regression in Bioinformatics

* 12 pages, 5 figures

Access Paper or Ask Questions