2 code implementations • 17 Jul 2023 • Ruichen Li, Haotian Ye, Du Jiang, Xuelan Wen, Chuwei Wang, Zhe Li, Xiang Li, Di He, Ji Chen, Weiluo Ren, LiWei Wang
Neural network-based variational Monte Carlo (NN-VMC) has emerged as a promising cutting-edge technique of ab initio quantum chemistry.
1 code implementation • 12 Apr 2022 • Yang Li, Ji Chen, Fu Li, Boxun Fu, Hao Wu, Youshuo Ji, Yijin Zhou, Yi Niu, Guangming Shi, Wenming Zheng
GMSS has the ability to learn more general representations by integrating multiple self-supervised tasks, including spatial and frequency jigsaw puzzle tasks, and contrastive learning tasks.
no code implementations • Global Change Biology 2022 • Huiwen Li, Yiping Wu, Shuguang Liu, Jingfeng Xiao, Wenzhi Zhao, Ji Chen, Georgii Alexandrov, Yue Cao
Additionally, the national cropland topsoil organic carbon increased with a rate of 23. 6 ± 7. 6 g C m−2 yr−1since the 1980s, and the widely applied nitrogenous fertilizer was a key stimulus.
2 code implementations • 28 Oct 2021 • Yao-Yuan Yang, Moto Hira, Zhaoheng Ni, Anjali Chourdia, Artyom Astafurov, Caroline Chen, Ching-Feng Yeh, Christian Puhrsch, David Pollack, Dmitriy Genzel, Donny Greenberg, Edward Z. Yang, Jason Lian, Jay Mahadeokar, Jeff Hwang, Ji Chen, Peter Goldsborough, Prabhat Roy, Sean Narenthiran, Shinji Watanabe, Soumith Chintala, Vincent Quenneville-Bélair, Yangyang Shi
This document describes version 0. 10 of TorchAudio: building blocks for machine learning applications in the audio and speech processing domain.
no code implementations • 30 Oct 2020 • Elie Aljalbout, Ji Chen, Konstantin Ritt, Maximilian Ulmer, Sami Haddadin
In this paper, we address the problem of vision-based obstacle avoidance for robotic manipulators.
no code implementations • 29 Mar 2020 • Ji Chen, Xiao-Dong Li, Zongming Ma
Techniques of matrix completion aim to impute a large portion of missing entries in a data matrix through a small portion of observed ones.
no code implementations • 18 Jan 2019 • Ji Chen, Dekai Liu, Xiao-Dong Li
The analysis of nonconvex matrix completion has recently attracted much attention in the community of machine learning thanks to its computational convenience.
no code implementations • 9 Sep 2018 • Houtao Deng, Ganesh Krishnan, Ji Chen, Dong Liang
Demand variance can result in a mismatch between planned supply and actual demand.
no code implementations • 6 Nov 2017 • Ji Chen, Xiao-Dong Li
This work studies low-rank approximation of a positive semidefinite matrix from partial entries via nonconvex optimization.