Search Results for author: Jingyi Yuan

Found 3 papers, 0 papers with code

A ground-based dataset and a diffusion model for on-orbit low-light image enhancement

no code implementations25 Jun 2023 Yiman Zhu, Lu Wang, Jingyi Yuan, Yu Guo

To evenly sample poses of different orientation and distance without collision, a collision-free working space and pose stratified sampling is proposed.

Denoising Low-Light Image Enhancement

WHAT TO DO IF SPARSE REPRESENTATION LEARNING FAILS UNEXPECTEDLY?

no code implementations29 Sep 2021 Jingyi Yuan, Haoran Li, Erik Blasch, Yang Weng

RISE is based on a complete analysis for the generalizability of data properties for physical systems.

Active Learning Representation Learning

Adversarial twin neural networks: maximizing physics recovery for physical system

no code implementations29 Sep 2021 Haoran Li, Erik Blasch, Jingyi Yuan, Yang Weng

Thus, we propose (1) sparsity regularization for the physical model and (2) physical superiority over the virtual model.

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