Shiqian Wu
5 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Top co-authors
Research topics
Computer Vision
(4)
Machine Learning
(4)
Deep Learning
(3)
Analysis
(2)
Core Methods
(2)
Processing
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Types
(1)
Mathematics
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
rank estimation
(2)
low-rank matrix recovery
(2)
robust principal component analysis
(2)
gerschgorin disk theorem
(2)
matrix completion
(2)
singular value decomposition
(2)
nuclear norm regularization
(1)
cur decomposition
(1)
diffusion model
(1)
perceptual quality
(1)
skeleton action recognition
(1)
multi-head attention
(1)
defocus deblurring
(1)
neural network
(1)
local feature similarity
(1)
neural network architecture
(1)
krylov iteration
(1)
contrastive learning
(1)
image restoration
(1)
data augmentation
(1)
Papers
Multi-Level Blur-Aware Stable Diffusion for Region-Adaptive Defocus Deblurring
AAAI 2026
LERE: Learning-Based Low-Rank Matrix Recovery with Rank Estimation
AAAI 2024
Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition
CVPR 2023
Part Aware Contrastive Learning for Self-Supervised Action Recognition
IJCAI 2023
Adaptive Rank Estimate in Robust Principal Component Analysis
CVPR 2021