Jens Sjölund
6 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (10) 🐝 Cross-Pollinator (13)
🌈
Renaissance Researcher
(6)
🚀
Conference Pioneer
Conferences
AISTATS (2)
ICLR (1)
ICML (1)
MICCAI (1)
NIPS (1)
Top co-authors
Keywords
offline reinforcement learning
(1)
variational inference
(1)
image restoration
(1)
image denoising
(1)
sequential monte carlo
(1)
score matching
(1)
image deblurring
(1)
entropy regularization
(1)
stochastic differential equation
(1)
diffusion policy
(1)
pessimistic estimation
(1)
bayesian neural network
(1)
feynman-kac model
(1)
latent posterior
(1)
reverse-time process
(1)
mean-reverting process
(1)
reverse-time diffusion
(1)
Papers
Conditioning diffusion models by explicit forward-backward bridging
AISTATS 2025
Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning
NIPS 2024
On Feynman-Kac training of partial Bayesian neural networks
AISTATS 2024
Controlling Vision-Language Models for Multi-Task Image Restoration
ICLR 2024
Online learning in motion modeling for intra-interventional image sequences
MICCAI 2024
Image Restoration with Mean-Reverting Stochastic Differential Equations
ICML 2023