Gabriel Cardoso
4 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (10) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
variational inference
(1)
anomaly detection
(1)
bayesian inference
(1)
conditional generation
(1)
state estimation
(1)
variance reduction
(1)
hidden markov model
(1)
diffusion model
(1)
denoising diffusion model
(1)
bayesian inverse problem
(1)
ecg heartbeat
(1)
morphological reconstruction
(1)
bias reduction
(1)
monte carlo method
(1)
particle gibb
(1)
smoothing algorithm
(1)
medical signal processing
(1)
ecg morphology
(1)
heartbeat reconstruction
(1)
self-normalized importance sampling
(1)
Papers
Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals
NIPS 2024
Monte Carlo guided Denoising Diffusion models for Bayesian linear inverse problems.
ICLR 2024
State and parameter learning with PARIS particle Gibbs
ICML 2023
BR-SNIS: Bias Reduced Self-Normalized Importance Sampling
NIPS 2022