130 citations · 448 across the 28 of their papers we have counts for
5 papers · 1 filter
Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning
Zhibo Wang, Mengkai Song, Zhifei Zhang +3
Federated learning, i.e., a mobile edge computing framework for deep learning, is a recent advance in privacy-preserving machine learning, where the model is trained in a decentral…
Compressive Privacy for a Linear Dynamical System
Yang Song, Chong Xiao Wang, Wee Peng Tay
We consider a linear dynamical system in which the state vector consists of both public and private states. One or more sensors make measurements of the state vector and sends info…
UWB/LiDAR Fusion For Cooperative Range-Only SLAM
Yang Song, Mingyang Guan, Wee Peng Tay +2
We equip an ultra-wideband (UWB) node and a 2D LiDAR sensor a.k.a. 2D laser rangefinder on a mobile robot, and place UWB beacon nodes at unknown locations in an unknown environment…
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning
Yin Cui, Yang Song, Chen Sun +2
Transferring the knowledge learned from large scale datasets (e.g., ImageNet) via fine-tuning offers an effective solution for domain-specific fine-grained visual categorization (F…
Decoupled Learning for Conditional Adversarial Networks
Zhifei Zhang, Yang Song, Hairong Qi
Incorporating encoding-decoding nets with adversarial nets has been widely adopted in image generation tasks. We observe that the state-of-the-art achievements were obtained by car…