Jens Sjölund - RankMe

70 papers A* 3A 2B 1C 2Misc 1Journal 46Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Observation-dependent Bayesian active learning via input-warped Gaussian processes. CoRR Sanna Jarl, Maria Bånkestad, Jonathan J. S. Scragg, Jens Sjölund
2025	A	`conf`	Conditioning diffusion models by explicit forward-backward bridging. AISTATS Adrien Corenflos, Zheng Zhao, Thomas B. Schön, Simo Särkkä, Jens Sjölund
2025	J	`jnl`	ESS-Flow: Training-free guidance of flow-based models as inference in source space. CoRR Adhithyan Kalaivanan, Zheng Zhao, Jens Sjölund, Fredrik Lindsten
2025	J	`jnl`	Exploring Modularity of Agentic Systems for Drug Discovery. CoRR Laura van Weesep, Samuel Genheden, Ola Engkvist, Jens Sjölund
2025	J	`jnl`	Forward-only Diffusion Probabilistic Models. CoRR Ziwei Luo, Fredrik K. Gustafsson, Jens Sjölund, Thomas B. Schön
2025	—	`conf`	Learning incomplete factorization preconditioners for GMRES. NLDL Paul Häusner, Aleix Nieto Juscafresa, Jens Sjölund
2025	J	`jnl`	Learning to accelerate distributed ADMM using graph neural networks. CoRR Henri Doerks, Paul Häusner, Daniel Hernández Escobar, Jens Sjölund
2025	J	`jnl`	Machine learning for in-situ composition mapping in a self-driving magnetron sputtering system. CoRR Sanna Jarl, Jens Sjölund, Robert J. W. Frost, Anders Holst, Jonathan J. S. Scragg
2025	—	`conf`	Minimal positive Markov realizations. CDC Hamed Taghavian, Jens Sjölund
2025	J	`jnl`	Minimal positive Markov realizations. CoRR Hamed Taghavian, Jens Sjölund
2025	J	`jnl`	Personalized Privacy Amplification via Importance Sampling. Trans. Mach. Learn. Res. Dominik Fay, Sebastian Mair, Jens Sjölund
2025	C	`conf`	Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles. CoG Ruoqi Zhang, Ziwei Luo, Jens Sjölund, Per Mattsson, Linus Gisslén, Alessandro Sestini
2025	J	`jnl`	Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles. CoRR Ruoqi Zhang, Ziwei Luo, Jens Sjölund, Per Mattsson, Linus Gisslén, Alessandro Sestini
2025	—	`conf`	Symmetrizable systems. ECC Hamed Taghavian, Jens Sjölund
2025	J	`jnl`	Towards Better Sample Efficiency in Multi-Agent Reinforcement Learning via Exploration. CoRR Amir Baghi, Jens Sjölund, Joakim Bergdahl, Linus Gisslén, Alessandro Sestini
2025	J	`jnl`	Warm-starting active-set solvers using graph neural networks. CoRR Ella J. Schmidtobreick, Daniel Arnström, Paul Häusner, Jens Sjölund
2024	J	`jnl`	Archetypal Analysis++: Rethinking the Initialization Strategy. Trans. Mach. Learn. Res. Sebastian Mair, Jens Sjölund
2024	J	`jnl`	Conditional sampling within generative diffusion models. CoRR Zheng Zhao, Ziwei Luo, Jens Sjölund, Thomas B. Schön
2024	J	`jnl`	Conditioning diffusion models by explicit forward-backward bridging. CoRR Adrien Corenflos, Zheng Zhao, Simo Särkkä, Jens Sjölund, Thomas B. Schön
2024	A*	`conf`	Controlling Vision-Language Models for Multi-Task Image Restoration. ICLR Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2024	J	`jnl`	Efficient Radiation Treatment Planning based on Voxel Importance. CoRR Sebastian Mair, Anqi Fu, Jens Sjölund
2024	A*	`conf`	Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning. NeurIPS Ruoqi Zhang, Ziwei Luo, Jens Sjölund, Thomas B. Schön, Per Mattsson
2024	J	`jnl`	Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning. CoRR Ruoqi Zhang, Ziwei Luo, Jens Sjölund, Thomas B. Schön, Per Mattsson
2024	—	`conf`	Ising on the Graph: Task-Specific Graph Subsampling via the Ising Model. LoG Maria Bånkestad, Jennifer R. Andersson, Sebastian Mair, Jens Sjölund
2024	J	`jnl`	Ising on the Graph: Task-specific Graph Subsampling via the Ising Model. CoRR Maria Bånkestad, Jennifer R. Andersson, Sebastian Mair, Jens Sjölund
2024	J	`jnl`	Learning incomplete factorization preconditioners for GMRES. CoRR Paul Häusner, Aleix Nieto Juscafresa, Jens Sjölund
2024	—	`conf`	NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge. CVPR Workshops Jie Liang, Radu Timofte, Qiaosi Yi, Shuaizheng Liu, Lingchen Sun, Rongyuan Wu, Xindong Zhang, Hui Zeng, Lei Zhang, Yibin Huang, Shuai Liu, Yongqiang Li, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yuxiang Chen, Xiangyu Chen, Qiubo Chen, Fengyu Sun, Mengying Cui, Jiaxu Chen, Zhenyu Hu, Jingyun Liu, Wenzhuo Ma, Ce Wang, Hanyou Zheng, Wanjie Sun, Zhenzhong Chen, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Xiong Dun, Pengzhou Ji, Yujie Xing, Xuquan Wang, Zhanshan Wang, Xinbin Cheng, Jun Xiao, Chenhang He, Xiuyuan Wang, Zhi-Song Liu, Zimeng Miao, Zhicun Yin, Ming Liu, Wangmeng Zuo, Shuai Li
2024	J	`jnl`	Neural incomplete factorization: learning preconditioners for the conjugate gradient method. Trans. Mach. Learn. Res. Paul Häusner, Ozan Öktem, Jens Sjölund
2024	A	`conf`	On Feynman-Kac training of partial Bayesian neural networks. AISTATS Zheng Zhao, Sebastian Mair, Thomas B. Schön, Jens Sjölund
2024	—	`conf`	Online Learning in Motion Modeling for Intra-interventional Image Sequences. MICCAI (2) Niklas Gunnarsson, Jens Sjölund, Peter Kimstrand, Thomas B. Schön
2024	J	`jnl`	Online learning in motion modeling for intra-interventional image sequences. CoRR Niklas Gunnarsson, Jens Sjölund, Peter Kimstrand, Thomas B. Schön
2024	—	`conf`	Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models. CVPR Workshops Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2024	J	`jnl`	Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models. CoRR Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2024	J	`jnl`	Symmetrizable systems. CoRR Hamed Taghavian, Jens Sjölund
2024	J	`jnl`	Taming Diffusion Models for Image Restoration: A Review. CoRR Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2023	J	`jnl`	A Tutorial on Parametric Variational Inference. CoRR Jens Sjölund
2023	J	`jnl`	Adaptive Hyperparameter Selection for Differentially Private Gradient Descent. Trans. Mach. Learn. Res. Dominik Fay, Sindri Magnússon, Jens Sjölund, Mikael Johansson
2023	J	`jnl`	Archetypal Analysis++: Rethinking the Initialization Strategy. CoRR Sebastian Mair, Jens Sjölund
2023	J	`jnl`	Controlling Vision-Language Models for Universal Image Restoration. CoRR Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2023	A*	`conf`	Image Restoration with Mean-Reverting Stochastic Differential Equations. ICML Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2023	J	`jnl`	Image Restoration with Mean-Reverting Stochastic Differential Equations. CoRR Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2023	J	`jnl`	Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning. IEEE Trans. Medical Imaging Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Pew-Thian Yap, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Jens Sjölund, Daniel Grzech, Huaqi Qiu, Zeju Li, Alexander Thorley, Jinming Duan, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Nikolas Lessmann, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich
2023	—	`conf`	Lens-to-Lens Bokeh Effect Transformation. NTIRE 2023 Challenge Report. CVPR Workshops Marcos V. Conde, Manuel Kolmet, Tim Seizinger, Tom E. Bishop, Radu Timofte, Xiangyu Kong, Dafeng Zhang, Jinlong Wu, Fan Wang, Juewen Peng, Zhiyu Pan, Chengxin Liu, Xianrui Luo, Huiqiang Sun, Liao Shen, Zhiguo Cao, Ke Xian, Chaowei Liu, Zigeng Chen, Xingyi Yang, Songhua Liu, Yongcheng Jing, Michael Bi Mi, Xinchao Wang, Zhihao Yang, Wenyi Lian, Siyuan Lai, Haichuan Zhang, Trung Hoang, Amirsaeed Yazdani, Vishal Monga, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Yuxuan Zhao, Baoliang Chen, Yiqing Xu, JiXiangNiu
2023	—	`conf`	NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results. CVPR Workshops Longguang Wang, Yulan Guo, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte, Ming Cheng, Haoyu Ma, Qiufang Ma, Xiaopeng Sun, Shijie Zhao, Xuhan Sheng, Yukang Ding, Ming Sun, Xing Wen, Dafeng Zhang, Jia Li, Fan Wang, Zheng Xie, Zongyao He, Zidian Qiu, Zilin Pan, Zhihao Zhan, Xingyuan Xian, Zhi Jin, Yuanbo Zhou, Wei Deng, Ruofeng Nie, Jiajun Zhang, Qinquan Gao, Tong Tong, Kexin Zhang, Junpei Zhang, Rui Peng, Yanbiao Ma, Licheng Jiao, Haoran Bai, Lingshun Kong, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Pu Cao, Tianrui Huang, Lu Yang, Qing Song, Bingxin Chen, Chunhua He, Meiyun Chen, Zijie Guo, Shaojuan Luo, Chengzhi Cao, Kunyu Wang, Fanrui Zhang, Qiang Zhang, Nancy Mehta, Subrahmanyam Murala, Akshay Dudhane, Yujin Wang, Lingen Li, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Junyang Chen, Hao Li, Yukai Shi, Zhijing Yang, Wenbin Zou, Yunchen Zhang, Mingchao Jiang, Zhongxin Yu, Ming Tan, Hongxia Gao, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Jingxiang Chen, Bo Yang, XiSheryl Zhang, Chenghua Li, Weijun Yuan, Zhan Li, Ruting Deng, Jintao Zeng, Pulkit Mahajan, Sahaj Mistry, Shreyas Chatterjee, Vinit Jakhetiya, Badri N. Subudhi, Sunil Prasad Jaiswal, Zhao Zhang, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Yanyan Wei, Bo Wang, Gen Li, Aijin Li, Lei Sun, Ke Chen, Congling Tang, Yunzhe Li, Jun Chen, Yuan-Chun Chiang, Yi-Chung Chen, Zhi-Kai Huang, Hao-Hsiang Yang, I-Hsiang Chen, Sy-Yen Kuo, Yiheng Wang, Gang Zhu, Xingyi Yang, Songhua Liu, Yongcheng Jing, Xingyu Hu, Jianwen Song, Changming Sun, Arcot Sowmya, Seung Ho Park, Xiaoyan Lei, Jingchao Wang, Chenbo Zhai, Yufei Zhang, Weifeng Cao, Wenlong Zhang
2023	—	`conf`	NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report. CVPR Workshops Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Han Zhou, Wei Dong, Yangyi Liu, Jun Chen, Huan Liu, Liangyan Li, Zijun Wu, Yubo Dong, Yuyan Li, Tian Qiu, Yu He, Yonghong Lu, Yinwei Wu, Zhenxiang Jiang, Songhua Liu, Xingyi Yang, Yongcheng Jing, Bilel Benjdira, Anas M. Ali, Anis Koubaa, Hao-Hsiang Yang, I-Hsiang Chen, Wei-Ting Chen, Zhi-Kai Huang, Yi-Chung Chen, Chia-Hsuan Hsieh, Hua-En Chang, Yuan-Chun Chiang, Sy-Yen Kuo, Yu Guo, Yuan Gao, Ryan Wen Liu, Yuxu Lu, Jingxiang Qu, Shengfeng He, Wenqi Ren, Trung Hoang, Haichuan Zhang, Amirsaeed Yazdani, Vishal Monga, Lehan Yang, Alex Jiahao Wu, Tiancheng Mai, Xiaofeng Cong, Xuemeng Yin, Xuefei Yin, Hazim Emad, Ahmed Abdallah, Yahya Yasser, Dalia Elshahat, Esraa Elbaz, Zhan Li, Wenqing Kuang, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Zhao Zhang, Yanyan Wei, Junhu Wang, Suiyi Zhao, Huan Zheng, Jin Guo, Yangfan Sun, Tianli Liu, Dejun Hao, Kui Jiang, Anjali Sarvaiya, Kalpesh Prajapati, Ratnadeep Patra, Pragnesh Barik, Chaitanya Rathod, Kishor P. Upla, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch
2023	—	`conf`	NTIRE 2023 Image Shadow Removal Challenge Report. CVPR Workshops Florin-Alexandru Vasluianu, Tim Seizinger, Radu Timofte, Shuhao Cui, Junshi Huang, Shuman Tian, Mingyuan Fan, Jiaqi Zhang, Li Zhu, Xiaoming Wei, Xiaolin Wei, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Xiaoyi Dong, Xi Sheryl Zhang, Chenghua Li, Cong Leng, Woon-Ha Yeo, Wang-Taek Oh, Yeoreum Lee, Han-Cheol Ryu, Jinting Luo, Chengzhi Jiang, Mingyan Han, Qi Wu, Wenjie Lin, Lei Yu, Xinpeng Li, Ting Jiang, Haoqiang Fan, Shuaicheng Liu, Shuning Xu, Binbin Song, Xiangyu Chen, Shile Zhang, Jiantao Zhou, Zhao Zhang, Suiyi Zhao, Huan Zheng, Yangcheng Gao, Yanyan Wei, Bo Wang, Jiahuan Ren, Yan Luo, Yuki Kondo, Riku Miyata, Fuma Yasue, Taito Naruki, Norimichi Ukita, Hua-En Chang, Hao-Hsiang Yang, Yi-Chung Chen, Yuan-Chun Chiang, Zhi-Kai Huang, Wei-Ting Chen, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Xianwei Li, Huiyuan Fu, Chunlin Liu, Huadong Ma, Binglan Fu, Huiming He, Mengjia Wang, Wenxuan She, Yu Liu, Sabari Nathan, Priya Kansal, Zhongjian Zhang, Huabin Yang, Yan Wang, Yanru Zhang, Shruti S. Phutke, Ashutosh Kulkarni, Md Raqib Khan, Subrahmanyam Murala, Santosh Kumar Vipparthi, Heng Ye, Zixi Liu, Xingyi Yang, Songhua Liu, Yinwei Wu, Yongcheng Jing, Qianhao Yu, Naishan Zheng, Jie Huang, Yuhang Long, Mingde Yao, Feng Zhao, Bowen Zhao, Nan Ye, Ning Shen, Yanpeng Cao, Tong Xiong, Weiran Xia, Dingwen Li, Shuchen Xia
2023	J	`jnl`	Neural incomplete factorization: learning preconditioners for the conjugate gradient method. CoRR Paul Häusner, Ozan Öktem, Jens Sjölund
2023	J	`jnl`	On Feynman-Kac training of partial Bayesian neural networks. CoRR Zheng Zhao, Sebastian Mair, Thomas B. Schön, Jens Sjölund
2023	J	`jnl`	Privacy Amplification via Importance Sampling. CoRR Dominik Fay, Sebastian Mair, Jens Sjölund
2023	J	`jnl`	Probabilistic Estimation of Instantaneous Frequencies of Chirp Signals. IEEE Trans. Signal Process. Zheng Zhao, Simo Särkkä, Jens Sjölund, Thomas B. Schön
2023	—	`conf`	Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models. CVPR Workshops Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2023	J	`jnl`	Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models. CoRR Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2023	—	`conf`	Risk-sensitive Actor-free Policy via Convex Optimisation. AISafety/SafeRL@IJCAI Ruoqi Zhang, Jens Sjölund
2023	J	`jnl`	Risk-sensitive Actor-free Policy via Convex Optimization. CoRR Ruoqi Zhang, Jens Sjölund
2023	J	`jnl`	Variational Elliptical Processes. CoRR Maria Bånkestad, Jens Sjölund, Jalil Taghia, Thomas B. Schön
2023	J	`jnl`	Variational Elliptical Processes. Trans. Mach. Learn. Res. Maria Bånkestad, Jens Sjölund, Jalil Taghia, Thomas B. Schön
2022	J	`jnl`	Graph-based Neural Acceleration for Nonnegative Matrix Factorization. CoRR Jens Sjölund, Maria Bånkestad
2022	J	`jnl`	NUQ: A Noise Metric for Diffusion MRI via Uncertainty Discrepancy Quantification. CoRR Shreyas Fadnavis, Jens Sjölund, Anders Eklund, Eleftherios Garyfallidis
2022	Misc	`conf`	Private Learning Via Knowledge Transfer with High-Dimensional Targets. ICASSP Dominik Fay, Jens Sjölund, Tobias J. Oechtering
2022	C	`conf`	Unsupervised dynamic modeling of medical image transformations. FUSION Niklas Gunnarsson, Jens Sjölund, Peter Kimstrand, Thomas B. Schön
2021	J	`jnl`	Latent linear dynamics in spatiotemporal medical data. CoRR Niklas Gunnarsson, Jens Sjölund, Thomas B. Schön
2020	J	`jnl`	Decentralized Differentially Private Segmentation with PATE. CoRR Dominik Fay, Jens Sjölund, Tobias J. Oechtering
2020	—	`conf`	Learning a Deformable Registration Pyramid. MICCAI (Challenges) Niklas Gunnarsson, Jens Sjölund, Thomas B. Schön
2020	J	`jnl`	Registration by tracking for sequential 2D MRI. CoRR Niklas Gunnarsson, Jens Sjölund, Thomas B. Schön
2020	J	`jnl`	The Elliptical Processes: a New Family of Flexible Stochastic Processes. CoRR Maria Bånkestad, Jens Sjölund, Jalil Taghia, Thomas B. Schön
2019	J	`jnl`	A unified representation network for segmentation with missing modalities. CoRR Kenneth Lau, Jonas Adler, Jens Sjölund
2018	J	`jnl`	Bayesian uncertainty quantification in linear models for diffusion MRI. NeuroImage Jens Sjölund, Anders Eklund, Evren Özarslan, Magnus Herberthson, Maria Bånkestad, Hans Knutsson
2017	—	`conf`	Gaussian process regression can turn non-uniform and undersampled diffusion MRI data into diffusion spectrum imaging. ISBI Jens Sjölund, Anders Eklund, Evren Özarslan, Hans Knutsson
2016	J	`jnl`	Gaussian process regression can turn non-uniform and undersampled diffusion MRI data into diffusion spectrum imaging. CoRR Jens Sjölund, Anders Eklund, Evren Özarslan, Hans Knutsson
2014	B	`conf`	Skull Segmentation in MRI by a Support Vector Machine Combining Local and Global Features. ICPR Jens Sjölund, Andreas Eriksson Jarlideni, Mats T. Andersson, Hans Knutsson, Hakan Nordstrom