In this work, we study the deep signature algorithms for path-dependent
...
Parallel tempering (PT), also known as replica exchange, is the go-to
wo...
Modern efficient Convolutional Neural Networks(CNNs) always use Depthwis...
Attention-based methods by establishing one-dimensional (1D) and
two-dim...
Pose estimation of the human body/hand is a fundamental problem in compu...
In this paper, we introduce the cubature formulas for Stochastic Volterr...
Detecting the marking characters of industrial metal parts remains
chall...
The occupancy grid map is a critical component of autonomous positioning...
We propose a deep signature/log-signature FBSDE algorithm to solve
forwa...
With the continuous improvement of the performance of object detectors v...
Feature pyramid network (FPN) has been an effective framework to extract...
Natural Language (NL) descriptions can be the most convenient or the onl...
Replica exchange stochastic gradient Langevin dynamics (reSGLD) has show...
Replica exchange Monte Carlo (reMC), also known as parallel tempering, i...
Although deep neural networks (DNNs) have achieved fantastic success in
...
Tracking with natural-language (NL) specification is a powerful new para...
In the past decade, deep learning based visual object detection has rece...
In recent years, deep-learning-based visual object trackers have been st...