Kaixuan Wei
4 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
Top co-authors
Research topics
Computer Vision
(4)
Deep Learning
(4)
Processing
(4)
Learning Types · Deep Learning
(3)
Machine Learning
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Architectures
(2)
Optimization
(2)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
image restoration
(3)
compressed sensing
(2)
convolutional neural network
(2)
proximal algorithm
(2)
deep reinforcement learning
(2)
inverse problem
(1)
synthetic data
(1)
noise model
(1)
physics-based modeling
(1)
plug-and-play algorithm
(1)
deep denoiser
(1)
raw image
(1)
context encoding
(1)
low-light imaging
(1)
neural network
(1)
reflection removal
(1)
inverse imaging
(1)
misaligned data
(1)
compressed sensing mri
(1)
plug-and-play proximal
(1)
Papers
TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems
JMLR 2022
A Physics-Based Noise Formation Model for Extreme Low-Light Raw Denoising
CVPR 2020
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems
ICML 2020
Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements
CVPR 2019