no code implementations • 22 Mar 2022 • Fan Ding, Yeiang Xue
Inverse Reinforcement Learning (IRL) is a powerful way of learning from demonstrations.
no code implementations • 22 Mar 2022 • Fan Ding, Yijie Wang, Jianzhu Ma, Yexiang Xue
Here we propose XOR-PGD, a novel algorithm based on Projected Gradient Descent (PGD) coupled with the XOR sampler, which is guaranteed to solve the constrained stochastic convex optimization problem still in linear convergence rate by choosing proper step size.
no code implementations • 29 May 2020 • Rongfang Wang, Fan Ding, Licheng Jiao, Jia-Wei Chen, Bo Liu, Wenping Ma, Mi Wang
We verify our light-weighted neural network on four sets of bitemporal SAR images.
no code implementations • 22 May 2020 • Jia-Wei Chen, Rongfang Wang, Fan Ding, Bo Liu, Licheng Jiao, Jie Zhang
Furthermore, to verify the generalization of the proposed method, we apply our proposed method to the cross-dataset bitemporal SAR image change detection, where the MSSP network (MSSP-Net) is trained on a dataset and then applied to an unknown testing dataset.
no code implementations • 1 Mar 2020 • Jun Han, Fan Ding, Xianglong Liu, Lorenzo Torresani, Jian Peng, Qiang Liu
In addition, such transform can be straightforwardly employed in gradient-free kernelized Stein discrepancy to perform goodness-of-fit (GOF) test on discrete distributions.
no code implementations • 25 Oct 2019 • Yangxin Lin, Ping Wang, Yang Zhou, Fan Ding, Chen Wang, Huachun Tan
However, the traffic micro-simulation accuracy of car following models in a platoon level, especially during traffic oscillations, still needs to be enhanced.
no code implementations • 15 Oct 2019 • Qiong Tian, Yue Yang, Jiaqi Wen, Fan Ding, Jing He
With the rapid development of information and communication technology (ICT), taxi business becomes a typical electronic commerce mode.
no code implementations • 13 Oct 2019 • Fan Ding, Hanjing Wang, Ashish Sabharwal, Yexiang Xue
On a suite of UAI inference challenge benchmarks, it saves 81. 5% of WISH queries while retaining the quality of results.