665 citations · 1.1k across the 31 of their papers we have counts for
6 papers · 1 filter
PID2018 Benchmark Challenge:Multi-Objective Stochastic Optimization Algorithm
Abdullah Ates, Jie Yuan, Sina Dehghan +3
This paper presents a multi-objective stochastic optimization method for tuning of the controller parameters of Refrigeration Systems based on Vapour Compression. Stochastic Multi…
PID2018 Benchmark Challenge: Model-based Feedforward Compensator with A Conditional Integrator
Jie Yuan, Abdullah Ates, Sina Dehghan +3
Since proportional-integral-derivative (PID) controllers absolutely dominate the control engineering, numbers of different control structures and theories have been developed to en…
PID2018 Benchmark Challenge: learning feedforward control
Yang Zhao, Sina Dehghan, Abdullah Ates +4
The design and application of learning feedforward controllers (LFFC) for the one-staged refrigeration cycle model described in the PID2018 Benchmark Challenge is presented, and it…
Phrase Table as Recommendation Memory for Neural Machine Translation
Yang Zhao, Yining Wang, Jiajun Zhang +1
Neural Machine Translation (NMT) has drawn much attention due to its promising translation performance recently. However, several studies indicate that NMT often generates fluent b…
Speaker-Invariant Training via Adversarial Learning
Zhong Meng, Jinyu Li, Zhuo Chen +5
We propose a novel adversarial multi-task learning scheme, aiming at actively curtailing the inter-talker feature variability while maximizing its senone discriminability so as to…
Multispectral Image Intrinsic Decomposition via Low Rank Constraint
Qian Huang, Weixin Zhu, Yang Zhao +4
Multispectral images contain many clues of surface characteristics of the objects, thus can be widely used in many computer vision tasks, e.g., recolorization and segmentation. How…