no code implementations • 14 May 2024 • David Jin, Harry Zhang, Kai Chang
We perform detailed theoretical analysis of an expectation-maximization-based algorithm recently proposed in for solving a variation of the 3D registration problem, named multi-model 3D registration.
no code implementations • 16 Feb 2024 • David Jin, Sushrut Karmalkar, Harry Zhang, Luca Carlone
We investigate a variation of the 3D registration problem, named multi-model 3D registration.
no code implementations • 28 Sep 2023 • David Jin, Niclas Kannengießer, Sascha Rank, Ali Sunyaev
Various collaborative distributed machine learning (CDML) systems, including federated learning systems and swarm learning systems, with different key traits were developed to leverage resources for development and use of machine learning (ML) models in a confidentiality-preserving way.
1 code implementation • 24 May 2023 • Shi Yu, Chenghao Fan, Chenyan Xiong, David Jin, Zhiyuan Liu, Zhenghao Liu
Common document ranking pipelines in search systems are cascade systems that involve multiple ranking layers to integrate different information step-by-step.
4 code implementations • 6 Nov 2021 • Zongyi Li, Hongkai Zheng, Nikola Kovachki, David Jin, Haoxuan Chen, Burigede Liu, Kamyar Azizzadenesheli, Anima Anandkumar
Specifically, in PINO, we combine coarse-resolution training data with PDE constraints imposed at a higher resolution.