no code implementations • 28 Feb 2024 • Reza Reihanisaransari, Chalapathi Charan Gajjela, Xinyu Wu, Ragib Ishrak, Sara Corvigno, Yanping Zhong, Jinsong Liu, Anil K. Sood, David Mayerich, Sebastian Berisha, Rohith Reddy
We effectively minimize data collection requirements by leveraging sparse data acquisition and employing curvelet-based reconstruction algorithms.
no code implementations • 28 Jan 2023 • Jinsong Liu, Chenghan Xie, Qi Deng, Dongdong Ge, Yinyu Ye
In this paper, we propose several new stochastic second-order algorithms for policy optimization that only require gradient and Hessian-vector product in each iteration, making them computationally efficient and comparable to policy gradient methods.
no code implementations • 19 May 2022 • Chalapathi Charan Gajjela, Matthew Brun, Rupali Mankar, Sara Corvigno, Noah Kennedy, Yanping Zhong, Jinsong Liu, Anil K. Sood, David Mayerich, Sebastian Berisha, Rohith Reddy
This paper presents the first label-free, quantitative, and automated histological recognition of ovarian tissue subtypes using a new MIRSI technique.
no code implementations • 26 Nov 2020 • Haichou Li, Jinsong Liu, Hongyu Wang
Following M. Abate and A. Saracco's work on strongly pseudoconvex domains in $\mathbb{C}^n$, we characterize Carleson measures of $A^2(D)$ in bounded convex domains with smooth boundary of finite type.
Complex Variables
no code implementations • 21 Mar 2018 • Eunsoo Park, Xuenan Cui, Weonjin Kim, Jinsong Liu, Hakil Kim
This study proposes a patch-based fake fingerprint detection method using a fully convolutional neural network with a small number of parameters and an optimal threshold to solve the above-mentioned problem.