2 papers
cs.LG2019
An End-to-End Encrypted Neural Network for Gradient Updates Transmission in Federated Learning
Hongyu Li, Tianqi Han
Federated learning is a distributed learning method to train a shared model by aggregating the locally-computed gradient updates. In federated learning, bandwidth and privacy are t…
cs.CV2018
Two-Layer Mixture Network Ensemble for Apparel Attributes Classification
Tianqi Han, Zhihui Fu, Hongyu Li
Recognizing apparel attributes has recently drawn great interest in the computer vision community. Methods based on various deep neural networks have been proposed for image classi…