Yuyang (Bernie) Wang
4 papers · 2022–2023 · 1 conference · across top CS/AI conferences
Achievements
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
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Cross-Pollinator
(9)
Conferences
NIPS (4)
Top co-authors
Keywords
probabilistic forecasting
(2)
precipitation nowcasting
(2)
earth system forecasting
(2)
time series forecasting
(1)
mean-field approximation
(1)
weather prediction
(1)
posterior approximation
(1)
generative model
(1)
diffusion model
(1)
bayesian neural network
(1)
spatiotemporal forecasting
(1)
latent diffusion model
(1)
spatiotemporal prediction
(1)
evidence lower bound
(1)
climate modeling
(1)
spatiotemporal datum
(1)
space-time transformer
(1)
space-time attention
(1)
cuboid attention mechanism
(1)
enso forecasting
(1)
Papers
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting
NIPS 2023
PreDiff: Precipitation Nowcasting with Latent Diffusion Models
NIPS 2023
On the detrimental effect of invariances in the likelihood for variational inference
NIPS 2022
Earthformer: Exploring Space-Time Transformers for Earth System Forecasting
NIPS 2022