Ju Sun
7 papers · 2014–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (20) π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Venues
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Research topics
Machine Learning
(5)
Optimization & Theory Β· Machine Learning
(5)
Computer Vision
(4)
Deep Learning
(4)
Core Methods
(3)
Models
(3)
Processing
(3)
Mathematics & Optimization
(2)
Learning Types Β· Machine Learning
(2)
Mathematics
(2)
Generation
(1)
Learning Types Β· Deep Learning
(1)
Optimization
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
dictionary learning
(3)
image restoration
(2)
diffusion model
(2)
non-convex optimization
(2)
flow matching
(1)
image super-resolution
(1)
sparse recovery
(1)
compressive sensing
(1)
image generation
(1)
video restoration
(1)
sparse coding
(1)
image denoising
(1)
sparse pca
(1)
sparse principal component analysis
(1)
maximum a posteriori
(1)
matrix factorization
(1)
manifold optimization
(1)
total variation
(1)
optical flow
(1)
zero-shot learning
(1)
Papers
Flow Matching for Multimodal Distributions
CVPR 2026
Temporal-Consistent Video Restoration with Pre-trained Diffusion Models
AAAI 2026
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models
NeurIPS 2024
Deep Random Projector: Accelerated Deep Image Prior
CVPR 2023
Subgradient Descent Learns Orthogonal Dictionaries
ICLR 2019
Complete Dictionary Recovery Using Nonconvex Optimization
ICML 2015
Finding a sparse vector in a subspace: Linear sparsity using alternating directions
NeurIPS 2014