Yuesong Nan
4 papers · 2020–2025 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
neural network
(2)
image restoration
(2)
expectation maximization
(2)
image generation
(1)
variational inference
(1)
motion deblurring
(1)
blind deconvolution
(1)
uncertainty quantification
(1)
kernel estimation
(1)
image deconvolution
(1)
image deblurring
(1)
diffusion model
(1)
latent space
(1)
monte carlo method
(1)
surrogate reward
(1)
error modeling
(1)
total least square
(1)
noise-blind deblurring
(1)
langevin dynamics
(1)
error-in-variables model
(1)
Papers
Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward
CVPR 2025
Self-Supervised Blind Motion Deblurring With Deep Expectation Maximization
CVPR 2023
Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution
CVPR 2020
Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring
CVPR 2020