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Nayantara Mudur
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 5
Top Topics
Denoising
Retrieval Method
Diffusion Models
Similarity Matching
Top Venues
CoRR
Neural Comput.
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Publications
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Nayantara Mudur
,
Carolina Cuesta-Lázaro
,
Douglas P. Finkbeiner
Cosmological Field Emulation and Parameter Inference with Diffusion Models.
CoRR
(2023)
Core Francisco Park
,
Victoria Ono
,
Nayantara Mudur
,
Yueying Ni
,
Carolina Cuesta-Lázaro
Probabilistic reconstruction of Dark Matter fields from biased tracers using diffusion models.
CoRR
(2023)
Nayantara Mudur
,
Douglas P. Finkbeiner
Can denoising diffusion probabilistic models generate realistic astrophysical fields?
CoRR
(2022)
Shanshan Qin
,
Nayantara Mudur
,
Cengiz Pehlevan
Contrastive Similarity Matching for Supervised Learning.
Neural Comput.
33 (5) (2021)
Shanshan Qin
,
Nayantara Mudur
,
Cengiz Pehlevan
Supervised Deep Similarity Matching.
CoRR
(2020)