Jens Sjölund
8 papers · 2023–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Architectures
(4)
Mathematics & Optimization
(3)
Models
(3)
Optimization & Theory
(3)
Reinforcement Learning
(2)
Learning Types
(2)
Methods
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Keywords
image restoration
(2)
stochastic differential equation
(2)
graph neural network
(2)
domain adaptation
(1)
model predictive control
(1)
distributed optimization
(1)
image denoising
(1)
message passing
(1)
sequential monte carlo
(1)
quadratic programming
(1)
score matching
(1)
image deblurring
(1)
diffusion model
(1)
alternating direction method of multiplier
(1)
entropy regularization
(1)
vision-language model
(1)
adaptive step size
(1)
diffusion policy
(1)
pessimistic estimation
(1)
bayesian neural network
(1)
Papers
Learning to accelerate distributed ADMM using graph neural networks
L4DC 2026
Warm-starting active-set solvers using graph neural networks
L4DC 2026
Conditioning diffusion models by explicit forward-backward bridging
AISTATS 2025
Controlling Vision-Language Models for Multi-Task Image Restoration
ICLR 2024
Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning
NeurIPS 2024
On Feynman-Kac training of partial Bayesian neural networks
AISTATS 2024
Online learning in motion modeling for intra-interventional image sequences
MICCAI 2024
Image Restoration with Mean-Reverting Stochastic Differential Equations
ICML 2023