Ziwei Luo
6 papers · 2021–2024 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Computer Vision
(3)
Reinforcement Learning
(3)
Methods
(3)
Processing
(3)
Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Types
(1)
Keywords
image restoration
(3)
image deblurring
(2)
multi-task learning
(1)
offline reinforcement learning
(1)
domain adaptation
(1)
image-to-image translation
(1)
image denoising
(1)
image super-resolution
(1)
kernel estimation
(1)
image registration
(1)
score matching
(1)
entropy regularization
(1)
stochastic differential equation
(1)
vision-language model
(1)
diffusion policy
(1)
latent action
(1)
pessimistic estimation
(1)
constrained least square
(1)
stochastic policy
(1)
maximum entropy reinforcement learning
(1)
Papers
Controlling Vision-Language Models for Multi-Task Image Restoration
ICLR 2024
Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning
NeurIPS 2024
Image Restoration with Mean-Reverting Stochastic Differential Equations
ICML 2023
Deep Constrained Least Squares for Blind Image Super-Resolution
CVPR 2022
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration
AAAI 2022
Stochastic Actor-Executor-Critic for Image-to-Image Translation
IJCAI 2021