42 citations · 54 across the 7 of their papers we have counts for
7 papers
Reinforced Disentanglement for Face Swapping without Skip Connection
Xiaohang Ren, Xingyu Chen, Pengfei Yao +2
The SOTA face swap models still suffer the problem of either target identity (i.e., shape) being leaked or the target non-identity attributes (i.e., background, hair) failing to be…
Adaptive trajectories sampling for solving PDEs with deep learning methods
Xingyu Chen, Jianhuan Cen, Qingsong Zou
In this paper, we propose a new adaptive technique, named adaptive trajectories sampling (ATS), which is used to select training points for the numerical solution of partial differ…
Closed-form Error Propagation on the SE_n(3) Group for Invariant Extended Kalman Filtering with Applications to VINS
Xinghan Li, Haodong Jiang, Xingyu Chen +2
Pose estimation is important for robotic perception, path planning, etc. Robot poses can be modeled on matrix Lie groups and are usually estimated via filter-based methods. In this…
Word-Free Spoken Language Understanding for Mandarin-Chinese
Zhiyuan Guo, Yuexin Li, Guo Chen +2
Spoken dialogue systems such as Siri and Alexa provide great convenience to people's everyday life. However, current spoken language understanding (SLU) pipelines largely depend on…
S3ML: A Secure Serving System for Machine Learning Inference
Junming Ma, Chaofan Yu, Aihui Zhou +6
We present S3ML, a secure serving system for machine learning inference in this paper. S3ML runs machine learning models in Intel SGX enclaves to protect users' privacy. S3ML desig…
The Fairness of Leximin in Allocation of Indivisible Chores
Xingyu Chen, Zijie Liu
The leximin solution -- which selects an allocation that maximizes the minimum utility, then the second minimum utility, and so forth -- is known to provide EFX (envy-free up to an…
Proportionally Fair Clustering
Xingyu Chen, Brandon Fain, Liang Lyu +1
We extend the fair machine learning literature by considering the problem of proportional centroid clustering in a metric context. For clustering points with centers, we de…