3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.CV2024
Seeing SDG 6 from space: local-scale monitoring of piped water and sewage systems across Africa using satellite imagery and self-supervised learning
Othmane Echchabi, Aya Lahlou, Nizar Talty +3
Access to drinking water and sanitation is essential, yet monitoring progress toward Sustainable Development Goal 6 remains constrained by costly, infrequent, and spatially uneven…
cs.CV2024
Assessing the Potential of PlanetScope Satellite Imagery to Estimate Particulate Matter Oxidative Potential
Ian Hough, Loïc Argentier, Ziyang Jiang +6
Oxidative potential (OP), which measures particulate matter's (PM) capacity to induce oxidative stress in the lungs, is increasingly recognized as an indicator of PM toxicity. Sinc…
cs.LG2022★ 3 cited
Incorporating Prior Knowledge into Neural Networks through an Implicit Composite Kernel
Ziyang Jiang, Tongshu Zheng, Yiling Liu +1
It is challenging to guide neural network (NN) learning with prior knowledge. In contrast, many known properties, such as spatial smoothness or seasonality, are straightforward to…