activity
20152023
most citedLearning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection

231 citations · 494 across the 27 of their papers we have counts for

collaborators

27 papers

cs.CV2023★ 7 cited

Global-correlated 3D-decoupling Transformer for Clothed Avatar Reconstruction

Zechuan Zhang, Li Sun, Zongxin Yang +2

Reconstructing 3D clothed human avatars from single images is a challenging task, especially when encountering complex poses and loose clothing. Current methods exhibit limitations…

cs.CV2023★ 5 cited

OpenIllumination: A Multi-Illumination Dataset for Inverse Rendering Evaluation on Real Objects

Isabella Liu, Linghao Chen, Ziyang Fu +8

We introduce OpenIllumination, a real-world dataset containing over 108K images of 64 objects with diverse materials, captured under 72 camera views and a large number of different…

cs.IT2023

Information Bottleneck Revisited: Posterior Probability Perspective with Optimal Transport

Lingyi Chen, Shitong Wu, Wenhao Ye +5

Information bottleneck (IB) is a paradigm to extract information in one target random variable from another relevant random variable, which has aroused great interest due to its po…

cs.LG2023

CSCLog: A Component Subsequence Correlation-Aware Log Anomaly Detection Method

Ling Chen, Chaodu Song, Xu Wang +2

Anomaly detection based on system logs plays an important role in intelligent operations, which is a challenging task due to the extremely complex log patterns. Existing methods de…

cs.CV2023★ 107 cited

One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization

Minghua Liu, Chao Xu, Haian Jin +4

Single image 3D reconstruction is an important but challenging task that requires extensive knowledge of our natural world. Many existing methods solve this problem by optimizing a…

cs.AI2023★ 7 cited

Adversary for Social Good: Leveraging Adversarial Attacks to Protect Personal Attribute Privacy

Xiaoting Li, Lingwei Chen, Dinghao Wu

Social media has drastically reshaped the world that allows billions of people to engage in such interactive environments to conveniently create and share content with the public.…