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Anna Vaughan
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 8
Top Topics
Random Field Models
Forest Fires
Autoregressive
Unsupervised Change Detection
Top Venues
CoRR
ICLR
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Publications
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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)