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Anna Vaughan
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 10
Top Topics
Unsupervised Change Detection
Extreme Events
Random Field Models
Autoregressive
Top Venues
CoRR
ICLR
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Publications
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Anna Vaughan
,
Stratis Markou
,
Will Tebbutt
,
James Requeima
,
Wessel P. Bruinsma
,
Tom R. Andersson
,
Michael Herzog
,
Nicholas D. Lane
,
J. Scott Hosking
,
Richard E. Turner
Aardvark Weather: end-to-end data-driven weather forecasting.
CoRR
(2024)
Cristian Bodnar
,
Wessel P. Bruinsma
,
Ana Lucic
,
Megan Stanley
,
Johannes Brandstetter
,
Patrick Garvan
,
Maik Riechert
,
Jonathan A. Weyn
,
Haiyu Dong
,
Anna Vaughan
,
Jayesh K. Gupta
,
Kit Thambiratnam
,
Alex Archibald
,
Elizabeth Heider
,
Max Welling
,
Richard E. Turner
,
Paris Perdikaris
Aurora: A Foundation Model of the Atmosphere.
CoRR
(2024)
Jonas Scholz
,
Tom R. Andersson
,
Anna Vaughan
,
James Requeima
,
Richard E. Turner
Sim2Real for Environmental Neural Processes.
CoRR
(2023)
Wessel P. Bruinsma
,
Stratis Markou
,
James Requeima
,
Andrew Y. K. Foong
,
Tom R. Andersson
,
Anna Vaughan
,
Anthony Buonomo
,
J. Scott Hosking
,
Richard E. Turner
Autoregressive Conditional Neural Processes.
ICLR
(2023)
Wessel P. Bruinsma
,
Stratis Markou
,
James Requeima
,
Andrew Y. K. Foong
,
Tom R. Andersson
,
Anna Vaughan
,
Anthony Buonomo
,
J. Scott Hosking
,
Richard E. Turner
Autoregressive Conditional Neural Processes.
CoRR
(2023)
Stratis Markou
,
James Requeima
,
Wessel P. Bruinsma
,
Anna Vaughan
,
Richard E. Turner
Practical Conditional Neural Process Via Tractable Dependent Predictions.
ICLR
(2022)
Stratis Markou
,
James Requeima
,
Wessel P. Bruinsma
,
Anna Vaughan
,
Richard E. Turner
Practical Conditional Neural Processes Via Tractable Dependent Predictions.
CoRR
(2022)
Tom R. Andersson
,
Wessel P. Bruinsma
,
Stratis Markou
,
James Requeima
,
Alejandro Coca-Castro
,
Anna Vaughan
,
Anna-Louise Ellis
,
Matthew Lazzara
,
Daniel C. Jones
,
J. Scott Hosking
,
Richard E. Turner
Active Learning with Convolutional Gaussian Neural Processes for Environmental Sensor Placement.
CoRR
(2022)
Vít Ruzicka
,
Anna Vaughan
,
Daniele De Martini
,
James Fulton
,
Valentina Salvatelli
,
Chris Bridges
,
Gonzalo Mateo-Garcia
,
Valentina Zantedeschi
Unsupervised Change Detection of Extreme Events Using ML On-Board.
CoRR
(2021)
Anna Vaughan
,
William Tebbutt
,
J. Scott Hosking
,
Richard E. Turner
Convolutional conditional neural processes for local climate downscaling.
CoRR
(2021)