Shan Tan
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Models
(4)
Computer Vision
(3)
Processing
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
image denoising
(4)
variational inference
(2)
noise estimation
(2)
noise modeling
(2)
out-of-distribution generalization
(1)
image super-resolution
(1)
map inference
(1)
maximum a posteriori
(1)
posterior estimation
(1)
gaussian mixture model
(1)
diffusion model
(1)
perceptual quality
(1)
diffusion prior
(1)
feature augmentation
(1)
frequency domain
(1)
clip model
(1)
contrastive language-image pretraining
(1)
noise removal
(1)
encoder-decoder architecture
(1)
dual-domain learning
(1)
Papers
HA-SAM: Hierarchically Adapting SAM for Nerve Segmentation in Ultrasound Images
MICCAI 2025
Diffusion Priors for Variational Likelihood Estimation and Image Denoising
NeurIPS 2024
Transfer CLIP for Generalizable Image Denoising
CVPR 2024
Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising
ICCV 2023
Spectral Bayesian Uncertainty for Image Super-Resolution
CVPR 2023
Self-Supervised Image Prior Learning With GMM From a Single Noisy Image
ICCV 2021