Yuyang (Bernie) Wang
4 papers · 2022–2023 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(3)
Models
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Optimization & Theory · Machine Learning
(2)
Data Science & Analytics
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Domain-Specific
(1)
Generation
(1)
Learning Types
(1)
Methods
(1)
Optimization & Theory · Deep Learning
(1)
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)
evidence lower bound
(1)
spatio-temporal data
(1)
spatio-temporal prediction
(1)
climate modeling
(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
NeurIPS 2023
PreDiff: Precipitation Nowcasting with Latent Diffusion Models
NeurIPS 2023
Earthformer: Exploring Space-Time Transformers for Earth System Forecasting
NeurIPS 2022
On the detrimental effect of invariances in the likelihood for variational inference
NeurIPS 2022