no code implementations • 15 Jun 2023 • Wei zhang, Wong Kam-Kwai, Yitian Chen, Ailing Jia, Luwei Wang, Jian-Wei Zhang, Lechao Cheng, Huamin Qu, Wei Chen
The study of cultural artifact provenance, tracing ownership and preservation, holds significant importance in archaeology and art history.
no code implementations • 21 Feb 2023 • Yitian Chen, Timothy L. Molloy, Tyler Summers, Iman Shames
We adopted the notion of dynamic regret to measure the performance of this proposed online LQR control method, with our main result being that the (dynamic) regret of our method is upper bounded by a constant.
no code implementations • 23 Jan 2023 • Kunlong Chen, Liu Yang, Yitian Chen, Kunjin Chen, Yidan Xu, Lujun Li
It is of great significance to estimate the performance of a given model architecture without training in the application of Neural Architecture Search (NAS) as it may take a lot of time to evaluate the performance of an architecture.
1 code implementation • 14 Aug 2021 • Yitian Chen, Kunlong Chen, Kunjin Chen, Lin Wang
From our perspective, the major challenge of this competition is how to extend the classical DQN framework to traffic signals control in real-world complex road network and traffic flow situation.
4 code implementations • 11 Jun 2019 • Yitian Chen, Yanfei Kang, Yixiong Chen, Zizhuo Wang
We present a probabilistic forecasting framework based on convolutional neural network for multiple related time series forecasting.
Multivariate Time Series Forecasting Probabilistic Time Series Forecasting +2