29 citations · 35 across the 5 of their papers we have counts for
5 papers
PreDiff: Precipitation Nowcasting with Latent Diffusion Models
Zhihan Gao, Xingjian Shi, Boran Han +6
Earth system forecasting has traditionally relied on complex physical models that are computationally expensive and require significant domain expertise. In the past decade, the un…
Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition
Boran Han
Addressing imbalanced or long-tailed data is a major challenge in visual recognition tasks due to disparities between training and testing distributions and issues with data noise.…
Towards Geospatial Foundation Models via Continual Pretraining
Matias Mendieta, Boran Han, Xingjian Shi +2
Geospatial technologies are becoming increasingly essential in our world for a wide range of applications, including agriculture, urban planning, and disaster response. To help imp…
Defocus Deblur Microscopy via Head-to-Tail Cross-scale Fusion
Jiahe Wang, Boran Han
Microscopy imaging is vital in biology research and diagnosis. When imaging at the scale of cell or molecule level, mechanical drift on the axial axis can be difficult to correct.…
Deep unsupervised learning for Microscopy-Based Malaria detection
Alexander Tao, Boran Han
Malaria, a mosquito-borne disease caused by a parasite, kills over 1 million people globally each year. People, if left untreated, may develop severe complications, leading to deat…