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BibTeX records: Jens Sjölund
@article{DBLP:journals/tmlr/Fay0S25, author = {Dominik Fay and Sebastian Mair and Jens Sj{\"{o}}lund}, title = {Personalized Privacy Amplification via Importance Sampling}, journal = {Trans. Mach. Learn. Res.}, volume = {2025}, year = {2025}, url = {https://openreview.net/forum?id=IK2cR89z45}, timestamp = {Wed, 18 Jun 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/Fay0S25.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/CorenflosZSSS25, author = {Adrien Corenflos and Zheng Zhao and Thomas B. Sch{\"{o}}n and Simo S{\"{a}}rkk{\"{a}} and Jens Sj{\"{o}}lund}, editor = {Yingzhen Li and Stephan Mandt and Shipra Agrawal and Mohammad Emtiyaz Khan}, title = {Conditioning diffusion models by explicit forward-backward bridging}, booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2025, Mai Khao, Thailand, 3-5 May 2025}, series = {Proceedings of Machine Learning Research}, volume = {258}, pages = {3709--3717}, publisher = {{PMLR}}, year = {2025}, url = {https://proceedings.mlr.press/v258/corenflos25a.html}, timestamp = {Mon, 18 Aug 2025 15:30:39 +0200}, biburl = {https://dblp.org/rec/conf/aistats/CorenflosZSSS25.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cig/ZhangLSMGS25, author = {Ruoqi Zhang and Ziwei Luo and Jens Sj{\"{o}}lund and Per Mattsson and Linus Gissl{\'{e}}n and Alessandro Sestini}, title = {Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles}, booktitle = {{IEEE} Conference on Games, CoG 2025, Lisbon, Portugal, August 26-29, 2025}, pages = {1--8}, publisher = {{IEEE}}, year = {2025}, url = {https://doi.org/10.1109/CoG64752.2025.11114163}, doi = {10.1109/COG64752.2025.11114163}, timestamp = {Sun, 07 Sep 2025 20:27:01 +0200}, biburl = {https://dblp.org/rec/conf/cig/ZhangLSMGS25.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/HausnerJS25, author = {Paul H{\"{a}}usner and Aleix Nieto Juscafresa and Jens Sj{\"{o}}lund}, editor = {Tetiana Lutchyn and Ad{\'{\i}}n Ram{\'{\i}}rez Rivera and Benjamin Ricaud}, title = {Learning incomplete factorization preconditioners for {GMRES}}, booktitle = {Northern Lights Deep Learning Conference, The Arctic University, Troms{\o}, Norway, 7-9 January 2025}, series = {Proceedings of Machine Learning Research}, volume = {265}, pages = {85--99}, publisher = {{PMLR}}, year = {2025}, url = {https://proceedings.mlr.press/v265/hausner25a.html}, timestamp = {Mon, 18 Aug 2025 15:30:39 +0200}, biburl = {https://dblp.org/rec/conf/nldl/HausnerJS25.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2502-21102, author = {Hamed Taghavian and Jens Sj{\"{o}}lund}, title = {Minimal positive Markov realizations}, journal = {CoRR}, volume = {abs/2502.21102}, year = {2025}, url = {https://doi.org/10.48550/arXiv.2502.21102}, doi = {10.48550/ARXIV.2502.21102}, eprinttype = {arXiv}, eprint = {2502.21102}, timestamp = {Wed, 26 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2502-21102.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2503-13077, author = {Amir Baghi and Jens Sj{\"{o}}lund and Joakim Bergdahl and Linus Gissl{\'{e}}n and Alessandro Sestini}, title = {Towards Better Sample Efficiency in Multi-Agent Reinforcement Learning via Exploration}, journal = {CoRR}, volume = {abs/2503.13077}, year = {2025}, url = {https://doi.org/10.48550/arXiv.2503.13077}, doi = {10.48550/ARXIV.2503.13077}, eprinttype = {arXiv}, eprint = {2503.13077}, timestamp = {Mon, 14 Apr 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2503-13077.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2503-16978, author = {Ruoqi Zhang and Ziwei Luo and Jens Sj{\"{o}}lund and Per Mattsson and Linus Gissl{\'{e}}n and Alessandro Sestini}, title = {Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles}, journal = {CoRR}, volume = {abs/2503.16978}, year = {2025}, url = {https://doi.org/10.48550/arXiv.2503.16978}, doi = {10.48550/ARXIV.2503.16978}, eprinttype = {arXiv}, eprint = {2503.16978}, timestamp = {Tue, 15 Apr 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2503-16978.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2505-16733, author = {Ziwei Luo and Fredrik K. Gustafsson and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Forward-only Diffusion Probabilistic Models}, journal = {CoRR}, volume = {abs/2505.16733}, year = {2025}, url = {https://doi.org/10.48550/arXiv.2505.16733}, doi = {10.48550/ARXIV.2505.16733}, eprinttype = {arXiv}, eprint = {2505.16733}, timestamp = {Wed, 25 Jun 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2505-16733.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2506-05999, author = {Sanna Jarl and Jens Sj{\"{o}}lund and Robert J. W. Frost and Anders Holst and Jonathan J. S. Scragg}, title = {Machine learning for in-situ composition mapping in a self-driving magnetron sputtering system}, journal = {CoRR}, volume = {abs/2506.05999}, year = {2025}, url = {https://doi.org/10.48550/arXiv.2506.05999}, doi = {10.48550/ARXIV.2506.05999}, eprinttype = {arXiv}, eprint = {2506.05999}, timestamp = {Mon, 07 Jul 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2506-05999.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2506-22189, author = {Laura van Weesep and Samuel Genheden and Ola Engkvist and Jens Sj{\"{o}}lund}, title = {Exploring Modularity of Agentic Systems for Drug Discovery}, journal = {CoRR}, volume = {abs/2506.22189}, year = {2025}, url = {https://doi.org/10.48550/arXiv.2506.22189}, doi = {10.48550/ARXIV.2506.22189}, eprinttype = {arXiv}, eprint = {2506.22189}, timestamp = {Sat, 12 Jul 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2506-22189.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/0001S24, author = {Sebastian Mair and Jens Sj{\"{o}}lund}, title = {Archetypal Analysis++: Rethinking the Initialization Strategy}, journal = {Trans. Mach. Learn. Res.}, volume = {2024}, year = {2024}, url = {https://openreview.net/forum?id=KVUtlM60HM}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/0001S24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/HausnerOS24, author = {Paul H{\"{a}}usner and Ozan {\"{O}}ktem and Jens Sj{\"{o}}lund}, title = {Neural incomplete factorization: learning preconditioners for the conjugate gradient method}, journal = {Trans. Mach. Learn. Res.}, volume = {2024}, year = {2024}, url = {https://openreview.net/forum?id=FozLrZ3CI5}, timestamp = {Mon, 16 Jun 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/HausnerOS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/00040SS24, author = {Zheng Zhao and Sebastian Mair and Thomas B. Sch{\"{o}}n and Jens Sj{\"{o}}lund}, editor = {Sanjoy Dasgupta and Stephan Mandt and Yingzhen Li}, title = {On Feynman-Kac training of partial Bayesian neural networks}, booktitle = {International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {238}, pages = {3223--3231}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v238/zhao24b.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/00040SS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiangTYLSWZZZHL22, author = {Jie Liang and Radu Timofte and Qiaosi Yi and Shuaizheng Liu and Lingchen Sun and Rongyuan Wu and Xindong Zhang and Hui Zeng and Lei Zhang and Yibin Huang and Shuai Liu and Yongqiang Li and Chaoyu Feng and Xiaotao Wang and Lei Lei and Yuxiang Chen and Xiangyu Chen and Qiubo Chen and Fengyu Sun and Mengying Cui and Jiaxu Chen and Zhenyu Hu and Jingyun Liu and Wenzhuo Ma and Ce Wang and Hanyou Zheng and Wanjie Sun and Zhenzhong Chen and Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n and Xiong Dun and Pengzhou Ji and Yujie Xing and Xuquan Wang and Zhanshan Wang and Xinbin Cheng and Jun Xiao and Chenhang He and Xiuyuan Wang and Zhi{-}Song Liu and Zimeng Miao and Zhicun Yin and Ming Liu and Wangmeng Zuo and Shuai Li}, title = {{NTIRE} 2024 Restore Any Image Model {(RAIM)} in the Wild Challenge}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2024 - Workshops, Seattle, WA, USA, June 17-18, 2024}, pages = {6632--6640}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CVPRW63382.2024.00657}, doi = {10.1109/CVPRW63382.2024.00657}, timestamp = {Thu, 12 Dec 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LiangTYLSWZZZHL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LuoG0SS22, author = {Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2024 - Workshops, Seattle, WA, USA, June 17-18, 2024}, pages = {6641--6651}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CVPRW63382.2024.00658}, doi = {10.1109/CVPRW63382.2024.00658}, timestamp = {Thu, 10 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/LuoG0SS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/LuoG0SS24, author = {Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Controlling Vision-Language Models for Multi-Task Image Restoration}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=t3vnnLeajU}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/LuoG0SS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/log/BankestadAMS24, author = {Maria B{\aa}nkestad and Jennifer R. Andersson and Sebastian Mair and Jens Sj{\"{o}}lund}, editor = {Guy Wolf and Smita Krishnaswamy}, title = {Ising on the Graph: Task-Specific Graph Subsampling via the Ising Model}, booktitle = {Learning on Graphs Conference, 26-29 November 2024, Virtual}, series = {Proceedings of Machine Learning Research}, volume = {269}, pages = {6}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v269/bankestad25a.html}, timestamp = {Tue, 26 Aug 2025 09:06:30 +0200}, biburl = {https://dblp.org/rec/conf/log/BankestadAMS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/GunnarssonSKS24, author = {Niklas Gunnarsson and Jens Sj{\"{o}}lund and Peter Kimstrand and Thomas B. Sch{\"{o}}n}, editor = {Marius George Linguraru and Qi Dou and Aasa Feragen and Stamatia Giannarou and Ben Glocker and Karim Lekadir and Julia A. Schnabel}, title = {Online Learning in Motion Modeling for Intra-interventional Image Sequences}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {15002}, pages = {706--716}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-72069-7\_66}, doi = {10.1007/978-3-031-72069-7\_66}, timestamp = {Mon, 03 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/GunnarssonSKS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhangLSSM24, author = {Ruoqi Zhang and Ziwei Luo and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n and Per Mattsson}, editor = {Amir Globersons and Lester Mackey and Danielle Belgrave and Angela Fan and Ulrich Paquet and Jakub M. Tomczak and Cheng Zhang}, title = {Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024}, year = {2024}, url = {http://papers.nips.cc/paper\_files/paper/2024/hash/b319c0e8092ba726cb22e718d7d9a95e-Abstract-Conference.html}, timestamp = {Thu, 13 Feb 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ZhangLSSM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-04080, author = {Ruoqi Zhang and Ziwei Luo and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n and Per Mattsson}, title = {Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning}, journal = {CoRR}, volume = {abs/2402.04080}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.04080}, doi = {10.48550/ARXIV.2402.04080}, eprinttype = {arXiv}, eprint = {2402.04080}, timestamp = {Mon, 12 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-04080.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-10206, author = {Maria B{\aa}nkestad and Jennifer R. Andersson and Sebastian Mair and Jens Sj{\"{o}}lund}, title = {Ising on the Graph: Task-specific Graph Subsampling via the Ising Model}, journal = {CoRR}, volume = {abs/2402.10206}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.10206}, doi = {10.48550/ARXIV.2402.10206}, eprinttype = {arXiv}, eprint = {2402.10206}, timestamp = {Mon, 25 Aug 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-10206.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-09732, author = {Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models}, journal = {CoRR}, volume = {abs/2404.09732}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.09732}, doi = {10.48550/ARXIV.2404.09732}, eprinttype = {arXiv}, eprint = {2404.09732}, timestamp = {Wed, 15 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-09732.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-03880, author = {Sebastian Mair and Anqi Fu and Jens Sj{\"{o}}lund}, title = {Efficient Radiation Treatment Planning based on Voxel Importance}, journal = {CoRR}, volume = {abs/2405.03880}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.03880}, doi = {10.48550/ARXIV.2405.03880}, eprinttype = {arXiv}, eprint = {2405.03880}, timestamp = {Mon, 24 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-03880.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-13794, author = {Adrien Corenflos and Zheng Zhao and Simo S{\"{a}}rkk{\"{a}} and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Conditioning diffusion models by explicit forward-backward bridging}, journal = {CoRR}, volume = {abs/2405.13794}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.13794}, doi = {10.48550/ARXIV.2405.13794}, eprinttype = {arXiv}, eprint = {2405.13794}, timestamp = {Mon, 24 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-13794.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2409-08262, author = {Paul H{\"{a}}usner and Aleix Nieto Juscafresa and Jens Sj{\"{o}}lund}, title = {Learning incomplete factorization preconditioners for {GMRES}}, journal = {CoRR}, volume = {abs/2409.08262}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2409.08262}, doi = {10.48550/ARXIV.2409.08262}, eprinttype = {arXiv}, eprint = {2409.08262}, timestamp = {Sat, 12 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2409-08262.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2409-09650, author = {Zheng Zhao and Ziwei Luo and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Conditional sampling within generative diffusion models}, journal = {CoRR}, volume = {abs/2409.09650}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2409.09650}, doi = {10.48550/ARXIV.2409.09650}, eprinttype = {arXiv}, eprint = {2409.09650}, timestamp = {Mon, 21 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2409-09650.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2409-10353, author = {Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Taming Diffusion Models for Image Restoration: {A} Review}, journal = {CoRR}, volume = {abs/2409.10353}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2409.10353}, doi = {10.48550/ARXIV.2409.10353}, eprinttype = {arXiv}, eprint = {2409.10353}, timestamp = {Sat, 12 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2409-10353.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2410-11491, author = {Niklas Gunnarsson and Jens Sj{\"{o}}lund and Peter Kimstrand and Thomas B. Sch{\"{o}}n}, title = {Online learning in motion modeling for intra-interventional image sequences}, journal = {CoRR}, volume = {abs/2410.11491}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2410.11491}, doi = {10.48550/ARXIV.2410.11491}, eprinttype = {arXiv}, eprint = {2410.11491}, timestamp = {Sun, 24 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2410-11491.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2411-06887, author = {Hamed Taghavian and Jens Sj{\"{o}}lund}, title = {Symmetrizable systems}, journal = {CoRR}, volume = {abs/2411.06887}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2411.06887}, doi = {10.48550/ARXIV.2411.06887}, eprinttype = {arXiv}, eprint = {2411.06887}, timestamp = {Wed, 01 Jan 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2411-06887.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmi/HeringHMCSHLKHSVRSEVHHYBBJMLRLLJVFR23, author = {Alessa Hering and Lasse Hansen and Tony C. W. Mok and Albert C. S. Chung and Hanna Siebert and Stephanie H{\"{a}}ger and Annkristin Lange and Sven Kuckertz and Stefan Heldmann and Wei Shao and Sulaiman Vesal and Mirabela Rusu and Geoffrey A. Sonn and Th{\'{e}}o Estienne and Maria Vakalopoulou and Luyi Han and Yunzhi Huang and Pew{-}Thian Yap and Mikael Brudfors and Ya{\"{e}}l Balbastre and Samuel Joutard and Marc Modat and Gal Lifshitz and Dan Raviv and Jinxin Lv and Qiang Li and Vincent Jaouen and Dimitris Visvikis and Constance Fourcade and Mathieu Rubeaux and Wentao Pan and Zhe Xu and Bailiang Jian and Francesca De Benetti and Marek Wodzinski and Niklas Gunnarsson and Jens Sj{\"{o}}lund and Daniel Grzech and Huaqi Qiu and Zeju Li and Alexander Thorley and Jinming Duan and Christoph Gro{\ss}br{\"{o}}hmer and Andrew Hoopes and Ingerid Reinertsen and Yiming Xiao and Bennett A. Landman and Yuankai Huo and Keelin Murphy and Nikolas Lessmann and Bram van Ginneken and Adrian V. Dalca and Mattias P. Heinrich}, title = {Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning}, journal = {{IEEE} Trans. Medical Imaging}, volume = {42}, number = {3}, pages = {697--712}, year = {2023}, url = {https://doi.org/10.1109/TMI.2022.3213983}, doi = {10.1109/TMI.2022.3213983}, timestamp = {Tue, 16 Sep 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmi/HeringHMCSHLKHSVRSEVHHYBBJMLRLLJVFR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/BankestadSTS23, author = {Maria B{\aa}nkestad and Jens Sj{\"{o}}lund and Jalil Taghia and Thomas B. Sch{\"{o}}n}, title = {Variational Elliptical Processes}, journal = {Trans. Mach. Learn. Res.}, volume = {2023}, year = {2023}, url = {https://openreview.net/forum?id=djN3TaqbdA}, timestamp = {Thu, 01 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/BankestadSTS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/FayMS023, author = {Dominik Fay and Sindri Magn{\'{u}}sson and Jens Sj{\"{o}}lund and Mikael Johansson}, title = {Adaptive Hyperparameter Selection for Differentially Private Gradient Descent}, journal = {Trans. Mach. Learn. Res.}, volume = {2023}, year = {2023}, url = {https://openreview.net/forum?id=LLKI5Lq2YN}, timestamp = {Thu, 01 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/FayMS023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/ZhaoSSS23, author = {Zheng Zhao and Simo S{\"{a}}rkk{\"{a}} and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Probabilistic Estimation of Instantaneous Frequencies of Chirp Signals}, journal = {{IEEE} Trans. Signal Process.}, volume = {71}, pages = {461--476}, year = {2023}, url = {https://doi.org/10.1109/TSP.2023.3245720}, doi = {10.1109/TSP.2023.3245720}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/ZhaoSSS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aisafety/ZhangS23, author = {Ruoqi Zhang and Jens Sj{\"{o}}lund}, editor = {Gabriel Pedroza and Xiaowei Huang and Xin Cynthia Chen and Andreas Theodorou and Hu{\'{a}}scar Espinoza and Nikolaos Matragkas and Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and Mauricio Castillo{-}Effen and Richard Mallah and John A. McDermid and David M. Bossens and Bettina K{\"{o}}nighofer and Sebastian Tschiatschek and Anqi Liu}, title = {Risk-sensitive Actor-free Policy via Convex Optimisation}, booktitle = {Proceedings of the {IJCAI-23} Joint Workshop on Artificial Intelligence Safety and Safe Reinforcement Learning (AISafety-SafeRL 2023) co-located with the 32nd International Joint Conference on Artificial Intelligence(IJCAI2023), Macau, China, August 21-22, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3505}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3505/paper\_19.pdf}, timestamp = {Fri, 08 Dec 2023 14:24:28 +0100}, biburl = {https://dblp.org/rec/conf/aisafety/ZhangS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/WangGWLGTCMMSZSDSWZLWXHQPZXJZDNZGTZZPM23, author = {Longguang Wang and Yulan Guo and Yingqian Wang and Juncheng Li and Shuhang Gu and Radu Timofte and Ming Cheng and Haoyu Ma and Qiufang Ma and Xiaopeng Sun and Shijie Zhao and Xuhan Sheng and Yukang Ding and Ming Sun and Xing Wen and Dafeng Zhang and Jia Li and Fan Wang and Zheng Xie and Zongyao He and Zidian Qiu and Zilin Pan and Zhihao Zhan and Xingyuan Xian and Zhi Jin and Yuanbo Zhou and Wei Deng and Ruofeng Nie and Jiajun Zhang and Qinquan Gao and Tong Tong and Kexin Zhang and Junpei Zhang and Rui Peng and Yanbiao Ma and Licheng Jiao and Haoran Bai and Lingshun Kong and Jinshan Pan and Jiangxin Dong and Jinhui Tang and Pu Cao and Tianrui Huang and Lu Yang and Qing Song and Bingxin Chen and Chunhua He and Meiyun Chen and Zijie Guo and Shaojuan Luo and Chengzhi Cao and Kunyu Wang and Fanrui Zhang and Qiang Zhang and Nancy Mehta and Subrahmanyam Murala and Akshay Dudhane and Yujin Wang and Lingen Li and Garas Gendy and Nabil Sabor and Jingchao Hou and Guanghui He and Junyang Chen and Hao Li and Yukai Shi and Zhijing Yang and Wenbin Zou and Yunchen Zhang and Mingchao Jiang and Zhongxin Yu and Ming Tan and Hongxia Gao and Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n and Jingxiang Chen and Bo Yang and XiSheryl Zhang and Chenghua Li and Weijun Yuan and Zhan Li and Ruting Deng and Jintao Zeng and Pulkit Mahajan and Sahaj Mistry and Shreyas Chatterjee and Vinit Jakhetiya and Badri N. Subudhi and Sunil Prasad Jaiswal and Zhao Zhang and Huan Zheng and Suiyi Zhao and Yangcheng Gao and Yanyan Wei and Bo Wang and Gen Li and Aijin Li and Lei Sun and Ke Chen and Congling Tang and Yunzhe Li and Jun Chen and Yuan{-}Chun Chiang and Yi{-}Chung Chen and Zhi{-}Kai Huang and Hao{-}Hsiang Yang and I{-}Hsiang Chen and Sy{-}Yen Kuo and Yiheng Wang and Gang Zhu and Xingyi Yang and Songhua Liu and Yongcheng Jing and Xingyu Hu and Jianwen Song and Changming Sun and Arcot Sowmya and Seung Ho Park and Xiaoyan Lei and Jingchao Wang and Chenbo Zhai and Yufei Zhang and Weifeng Cao and Wenlong Zhang}, title = {{NTIRE} 2023 Challenge on Stereo Image Super-Resolution: Methods and Results}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023}, pages = {1346--1372}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPRW59228.2023.00141}, doi = {10.1109/CVPRW59228.2023.00141}, timestamp = {Thu, 25 Sep 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/WangGWLGTCMMSZSDSWZLWXHQPZXJZDNZGTZZPM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/CondeKSBTKZWWPPLLSSCXLCYLJMWYLLZHYMLGZ23, author = {Marcos V. Conde and Manuel Kolmet and Tim Seizinger and Tom E. Bishop and Radu Timofte and Xiangyu Kong and Dafeng Zhang and Jinlong Wu and Fan Wang and Juewen Peng and Zhiyu Pan and Chengxin Liu and Xianrui Luo and Huiqiang Sun and Liao Shen and Zhiguo Cao and Ke Xian and Chaowei Liu and Zigeng Chen and Xingyi Yang and Songhua Liu and Yongcheng Jing and Michael Bi Mi and Xinchao Wang and Zhihao Yang and Wenyi Lian and Siyuan Lai and Haichuan Zhang and Trung Hoang and Amirsaeed Yazdani and Vishal Monga and Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n and Yuxuan Zhao and Baoliang Chen and Yiqing Xu and JiXiangNiu}, title = {Lens-to-Lens Bokeh Effect Transformation. {NTIRE} 2023 Challenge Report}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023}, pages = {1643--1659}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPRW59228.2023.00166}, doi = {10.1109/CVPRW59228.2023.00166}, timestamp = {Mon, 05 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/CondeKSBTKZWWPPLLSSCXLCYLJMWYLLZHYMLGZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LuoGZSS23, author = {Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023}, pages = {1680--1691}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPRW59228.2023.00169}, doi = {10.1109/CVPRW59228.2023.00169}, timestamp = {Wed, 23 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/LuoGZSS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/VasluianuSTCHTFZZWWLGZSSDZLLYOLRLJHWLY23, author = {Florin{-}Alexandru Vasluianu and Tim Seizinger and Radu Timofte and Shuhao Cui and Junshi Huang and Shuman Tian and Mingyuan Fan and Jiaqi Zhang and Li Zhu and Xiaoming Wei and Xiaolin Wei and Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n and Xiaoyi Dong and Xi Sheryl Zhang and Chenghua Li and Cong Leng and Woon{-}Ha Yeo and Wang{-}Taek Oh and Yeoreum Lee and Han{-}Cheol Ryu and Jinting Luo and Chengzhi Jiang and Mingyan Han and Qi Wu and Wenjie Lin and Lei Yu and Xinpeng Li and Ting Jiang and Haoqiang Fan and Shuaicheng Liu and Shuning Xu and Binbin Song and Xiangyu Chen and Shile Zhang and Jiantao Zhou and Zhao Zhang and Suiyi Zhao and Huan Zheng and Yangcheng Gao and Yanyan Wei and Bo Wang and Jiahuan Ren and Yan Luo and Yuki Kondo and Riku Miyata and Fuma Yasue and Taito Naruki and Norimichi Ukita and Hua{-}En Chang and Hao{-}Hsiang Yang and Yi{-}Chung Chen and Yuan{-}Chun Chiang and Zhi{-}Kai Huang and Wei{-}Ting Chen and I{-}Hsiang Chen and Chia{-}Hsuan Hsieh and Sy{-}Yen Kuo and Xianwei Li and Huiyuan Fu and Chunlin Liu and Huadong Ma and Binglan Fu and Huiming He and Mengjia Wang and Wenxuan She and Yu Liu and Sabari Nathan and Priya Kansal and Zhongjian Zhang and Huabin Yang and Yan Wang and Yanru Zhang and Shruti S. Phutke and Ashutosh Kulkarni and Md Raqib Khan and Subrahmanyam Murala and Santosh Kumar Vipparthi and Heng Ye and Zixi Liu and Xingyi Yang and Songhua Liu and Yinwei Wu and Yongcheng Jing and Qianhao Yu and Naishan Zheng and Jie Huang and Yuhang Long and Mingde Yao and Feng Zhao and Bowen Zhao and Nan Ye and Ning Shen and Yanpeng Cao and Tong Xiong and Weiran Xia and Dingwen Li and Shuchen Xia}, title = {{NTIRE} 2023 Image Shadow Removal Challenge Report}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023}, pages = {1788--1807}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPRW59228.2023.00179}, doi = {10.1109/CVPRW59228.2023.00179}, timestamp = {Wed, 23 Jul 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/VasluianuSTCHTFZZWWLGZSSDZLLYOLRLJHWLY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/AncutiAVTZDLCLLLWCDLQHLWJLYJBAKYCCHCHC23, author = {Codruta O. Ancuti and Cosmin Ancuti and Florin{-}Alexandru Vasluianu and Radu Timofte and Han Zhou and Wei Dong and Yangyi Liu and Jun Chen and Huan Liu and Liangyan Li and Zijun Wu and Yubo Dong and Yuyan Li and Tian Qiu and Yu He and Yonghong Lu and Yinwei Wu and Zhenxiang Jiang and Songhua Liu and Xingyi Yang and Yongcheng Jing and Bilel Benjdira and Anas M. Ali and Anis Koubaa and Hao{-}Hsiang Yang and I{-}Hsiang Chen and Wei{-}Ting Chen and Zhi{-}Kai Huang and Yi{-}Chung Chen and Chia{-}Hsuan Hsieh and Hua{-}En Chang and Yuan{-}Chun Chiang and Sy{-}Yen Kuo and Yu Guo and Yuan Gao and Ryan Wen Liu and Yuxu Lu and Jingxiang Qu and Shengfeng He and Wenqi Ren and Trung Hoang and Haichuan Zhang and Amirsaeed Yazdani and Vishal Monga and Lehan Yang and Alex Jiahao Wu and Tiancheng Mai and Xiaofeng Cong and Xuemeng Yin and Xuefei Yin and Hazim Emad and Ahmed Abdallah and Yahya Yasser and Dalia Elshahat and Esraa Elbaz and Zhan Li and Wenqing Kuang and Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n and Zhao Zhang and Yanyan Wei and Junhu Wang and Suiyi Zhao and Huan Zheng and Jin Guo and Yangfan Sun and Tianli Liu and Dejun Hao and Kui Jiang and Anjali Sarvaiya and Kalpesh Prajapati and Ratnadeep Patra and Pragnesh Barik and Chaitanya Rathod and Kishor P. Upla and Kiran B. Raja and Raghavendra Ramachandra and Christoph Busch}, title = {{NTIRE} 2023 {HR} NonHomogeneous Dehazing Challenge Report}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023}, pages = {1808--1825}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPRW59228.2023.00180}, doi = {10.1109/CVPRW59228.2023.00180}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/AncutiAVTZDLCLLLWCDLQHLWJLYJBAKYCCHCHC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LuoGZSS23, author = {Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Image Restoration with Mean-Reverting Stochastic Differential Equations}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {23045--23066}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/luo23b.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/LuoGZSS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-01236, author = {Jens Sj{\"{o}}lund}, title = {A Tutorial on Parametric Variational Inference}, journal = {CoRR}, volume = {abs/2301.01236}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.01236}, doi = {10.48550/ARXIV.2301.01236}, eprinttype = {arXiv}, eprint = {2301.01236}, timestamp = {Tue, 10 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-01236.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-11699, author = {Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Image Restoration with Mean-Reverting Stochastic Differential Equations}, journal = {CoRR}, volume = {abs/2301.11699}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.11699}, doi = {10.48550/ARXIV.2301.11699}, eprinttype = {arXiv}, eprint = {2301.11699}, timestamp = {Wed, 23 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-11699.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-13748, author = {Sebastian Mair and Jens Sj{\"{o}}lund}, title = {Archetypal Analysis++: Rethinking the Initialization Strategy}, journal = {CoRR}, volume = {abs/2301.13748}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.13748}, doi = {10.48550/ARXIV.2301.13748}, eprinttype = {arXiv}, eprint = {2301.13748}, timestamp = {Thu, 02 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-13748.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-08291, author = {Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models}, journal = {CoRR}, volume = {abs/2304.08291}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.08291}, doi = {10.48550/ARXIV.2304.08291}, eprinttype = {arXiv}, eprint = {2304.08291}, timestamp = {Wed, 23 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-08291.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-16368, author = {Paul H{\"{a}}usner and Ozan {\"{O}}ktem and Jens Sj{\"{o}}lund}, title = {Neural incomplete factorization: learning preconditioners for the conjugate gradient method}, journal = {CoRR}, volume = {abs/2305.16368}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.16368}, doi = {10.48550/ARXIV.2305.16368}, eprinttype = {arXiv}, eprint = {2305.16368}, timestamp = {Tue, 06 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-16368.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-00141, author = {Ruoqi Zhang and Jens Sj{\"{o}}lund}, title = {Risk-sensitive Actor-free Policy via Convex Optimization}, journal = {CoRR}, volume = {abs/2307.00141}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.00141}, doi = {10.48550/ARXIV.2307.00141}, eprinttype = {arXiv}, eprint = {2307.00141}, timestamp = {Mon, 10 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-00141.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-10187, author = {Dominik Fay and Sebastian Mair and Jens Sj{\"{o}}lund}, title = {Privacy Amplification via Importance Sampling}, journal = {CoRR}, volume = {abs/2307.10187}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.10187}, doi = {10.48550/ARXIV.2307.10187}, eprinttype = {arXiv}, eprint = {2307.10187}, timestamp = {Wed, 26 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-10187.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-01018, author = {Ziwei Luo and Fredrik K. Gustafsson and Zheng Zhao and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Controlling Vision-Language Models for Universal Image Restoration}, journal = {CoRR}, volume = {abs/2310.01018}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.01018}, doi = {10.48550/ARXIV.2310.01018}, eprinttype = {arXiv}, eprint = {2310.01018}, timestamp = {Thu, 02 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-01018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-19608, author = {Zheng Zhao and Sebastian Mair and Thomas B. Sch{\"{o}}n and Jens Sj{\"{o}}lund}, title = {On Feynman-Kac training of partial Bayesian neural networks}, journal = {CoRR}, volume = {abs/2310.19608}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.19608}, doi = {10.48550/ARXIV.2310.19608}, eprinttype = {arXiv}, eprint = {2310.19608}, timestamp = {Fri, 03 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-19608.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-12566, author = {Maria B{\aa}nkestad and Jens Sj{\"{o}}lund and Jalil Taghia and Thomas B. Sch{\"{o}}n}, title = {Variational Elliptical Processes}, journal = {CoRR}, volume = {abs/2311.12566}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.12566}, doi = {10.48550/ARXIV.2311.12566}, eprinttype = {arXiv}, eprint = {2311.12566}, timestamp = {Wed, 29 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-12566.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fusion/GunnarssonSKS22, author = {Niklas Gunnarsson and Jens Sj{\"{o}}lund and Peter Kimstrand and Thomas B. Sch{\"{o}}n}, title = {Unsupervised dynamic modeling of medical image transformations}, booktitle = {25th International Conference on Information Fusion, {FUSION} 2022, Link{\"{o}}ping, Sweden, July 4-7, 2022}, pages = {1--7}, publisher = {{IEEE}}, year = {2022}, url = {https://ieeexplore.ieee.org/document/9841369}, timestamp = {Fri, 12 Aug 2022 23:34:34 +0200}, biburl = {https://dblp.org/rec/conf/fusion/GunnarssonSKS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/FaySO22, author = {Dominik Fay and Jens Sj{\"{o}}lund and Tobias J. Oechtering}, title = {Private Learning Via Knowledge Transfer with High-Dimensional Targets}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2022, Virtual and Singapore, 23-27 May 2022}, pages = {3873--3877}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICASSP43922.2022.9747159}, doi = {10.1109/ICASSP43922.2022.9747159}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/FaySO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-00264, author = {Jens Sj{\"{o}}lund and Maria B{\aa}nkestad}, title = {Graph-based Neural Acceleration for Nonnegative Matrix Factorization}, journal = {CoRR}, volume = {abs/2202.00264}, year = {2022}, url = {https://arxiv.org/abs/2202.00264}, eprinttype = {arXiv}, eprint = {2202.00264}, timestamp = {Wed, 09 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-00264.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-01921, author = {Shreyas Fadnavis and Jens Sj{\"{o}}lund and Anders Eklund and Eleftherios Garyfallidis}, title = {{NUQ:} {A} Noise Metric for Diffusion {MRI} via Uncertainty Discrepancy Quantification}, journal = {CoRR}, volume = {abs/2203.01921}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.01921}, doi = {10.48550/ARXIV.2203.01921}, eprinttype = {arXiv}, eprint = {2203.01921}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-01921.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-00930, author = {Niklas Gunnarsson and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Latent linear dynamics in spatiotemporal medical data}, journal = {CoRR}, volume = {abs/2103.00930}, year = {2021}, url = {https://arxiv.org/abs/2103.00930}, eprinttype = {arXiv}, eprint = {2103.00930}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-00930.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/GunnarssonSS20, author = {Niklas Gunnarsson and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, editor = {Nadya Shusharina and Mattias P. Heinrich and Ruobing Huang}, title = {Learning a Deformable Registration Pyramid}, booktitle = {Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data - {MICCAI} 2020 Challenges, ABCs 2020, {L2R} 2020, {TN-SCUI} 2020, Held in Conjunction with {MICCAI} 2020, Lima, Peru, October 4-8, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12587}, pages = {80--86}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-71827-5\_10}, doi = {10.1007/978-3-030-71827-5\_10}, timestamp = {Mon, 20 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/miccai/GunnarssonSS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-07201, author = {Maria B{\aa}nkestad and Jens Sj{\"{o}}lund and Jalil Taghia and Thomas B. Sch{\"{o}}n}, title = {The Elliptical Processes: a New Family of Flexible Stochastic Processes}, journal = {CoRR}, volume = {abs/2003.07201}, year = {2020}, url = {https://arxiv.org/abs/2003.07201}, eprinttype = {arXiv}, eprint = {2003.07201}, timestamp = {Tue, 17 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-07201.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-10819, author = {Niklas Gunnarsson and Jens Sj{\"{o}}lund and Thomas B. Sch{\"{o}}n}, title = {Registration by tracking for sequential 2D {MRI}}, journal = {CoRR}, volume = {abs/2003.10819}, year = {2020}, url = {https://arxiv.org/abs/2003.10819}, eprinttype = {arXiv}, eprint = {2003.10819}, timestamp = {Thu, 02 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-10819.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-06567, author = {Dominik Fay and Jens Sj{\"{o}}lund and Tobias J. Oechtering}, title = {Decentralized Differentially Private Segmentation with {PATE}}, journal = {CoRR}, volume = {abs/2004.06567}, year = {2020}, url = {https://arxiv.org/abs/2004.06567}, eprinttype = {arXiv}, eprint = {2004.06567}, timestamp = {Tue, 21 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-06567.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-06683, author = {Kenneth Lau and Jonas Adler and Jens Sj{\"{o}}lund}, title = {A unified representation network for segmentation with missing modalities}, journal = {CoRR}, volume = {abs/1908.06683}, year = {2019}, url = {http://arxiv.org/abs/1908.06683}, eprinttype = {arXiv}, eprint = {1908.06683}, timestamp = {Mon, 26 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-06683.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/SjolundEOHBK18, author = {Jens Sj{\"{o}}lund and Anders Eklund and Evren {\"{O}}zarslan and Magnus Herberthson and Maria B{\aa}nkestad and Hans Knutsson}, title = {Bayesian uncertainty quantification in linear models for diffusion {MRI}}, journal = {NeuroImage}, volume = {175}, pages = {272--285}, year = {2018}, url = {https://doi.org/10.1016/j.neuroimage.2018.03.059}, doi = {10.1016/J.NEUROIMAGE.2018.03.059}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/SjolundEOHBK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isbi/SjolundEOK17, author = {Jens Sj{\"{o}}lund and Anders Eklund and Evren {\"{O}}zarslan and Hans Knutsson}, title = {Gaussian process regression can turn non-uniform and undersampled diffusion {MRI} data into diffusion spectrum imaging}, booktitle = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI} 2017, Melbourne, Australia, April 18-21, 2017}, pages = {778--782}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ISBI.2017.7950634}, doi = {10.1109/ISBI.2017.7950634}, timestamp = {Wed, 04 Oct 2023 17:01:25 +0200}, biburl = {https://dblp.org/rec/conf/isbi/SjolundEOK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SjolundEOK16, author = {Jens Sj{\"{o}}lund and Anders Eklund and Evren {\"{O}}zarslan and Hans Knutsson}, title = {Gaussian process regression can turn non-uniform and undersampled diffusion {MRI} data into diffusion spectrum imaging}, journal = {CoRR}, volume = {abs/1611.02869}, year = {2016}, url = {http://arxiv.org/abs/1611.02869}, eprinttype = {arXiv}, eprint = {1611.02869}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SjolundEOK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/SjolundJAKN14, author = {Jens Sj{\"{o}}lund and Andreas Eriksson Jarlideni and Mats T. Andersson and Hans Knutsson and Hakan Nordstrom}, title = {Skull Segmentation in {MRI} by a Support Vector Machine Combining Local and Global Features}, booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014, Stockholm, Sweden, August 24-28, 2014}, pages = {3274--3279}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/ICPR.2014.564}, doi = {10.1109/ICPR.2014.564}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/SjolundJAKN14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }

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