Oscar Leong
4 papers · 2018–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(4)
Models
(4)
Machine Learning
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Keywords
image reconstruction
(2)
compressed sensing
(2)
inverse problem
(2)
compressive sensing
(1)
flow matching
(1)
image super-resolution
(1)
gradient descent
(1)
empirical risk
(1)
probability measure
(1)
phase retrieval
(1)
generative model
(1)
generative prior
(1)
linear inverse problem
(1)
generative adversarial network
(1)
variational regularization
(1)
regularizer learning
(1)
star geometry
(1)
critic-based loss
(1)
maximum a posteriori estimation
(1)
invertible neural network
(1)
Papers
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
NeurIPS 2024
The Star Geometry of Critic-Based Regularizer Learning
NeurIPS 2024
Invertible generative models for inverse problems: mitigating representation error and dataset bias
ICML 2020
Phase Retrieval Under a Generative Prior
NeurIPS 2018