FG
Fredrik Gustafsson
cs.LGcs.CVeess.SPcs.SYeess.SYepidemiologystat.MLCOVID-19stat.COcs.AI
On Valency
published · living versionsW_wetsakf5·v1 · currentpublished
RESPLE2: Inertial-Informed Recursive Non-Uniform Spline Estimation for Multi-Sensor Odometry with Global Refinement
with Ziyu Cao, William Talbot, Song Li, Pakpong Chirarattananon +2
1 version
W_dt42j8cc·v1published
Preprints & journals
70 papers in the corpus · 2006–2026Minimax-Optimal Robust Identification of Continuous-Time Systems: Handling Narrow-Band Disturbances in the Frequency Domain2609.23835v1 · Jonas Gillberg, Fredrik Gustafsson2026 · 0 citationsarXiv
When Text and Numbers Disagree: Evidence Arbitration in Large Language Models2608.20116v1 · Mattia Carletti, Edward Phillips, Fredrik K. Gustafsson et al.2026 · 0 citationsarXiv
Visual-Prompt Guided Wildlife Instance-Level Recognition2608.18246v1 · Mufhumudzi Muthivhi, Jiahao Huo, Terence van Zyl et al.2026 · 0 citationsarXivon Valency
Bernoulli Filtering for Multi-Sensor Tracking with Thresholded Measurements2606.09573v2 · Gustav Zetterqvist, Fredrik Gustafsson, Gustaf Hendeby2026 · 0 citationsarXiv
Utilizing Missed Detections in Directional Sensitivity-Based DOA Estimation2605.23536v2 · Gustav Zetterqvist, Fredrik Gustafsson, Gustaf Hendeby2026 · 0 citationsarXiv
Extending Pretrained 10-Second ECG Foundation Models to Longer Horizons2605.16975v1 · Wei Tang, Jinpei Han, Kangning Cui et al.2026 · 0 citationsarXiv
Multi-Object Tracking Consistently Improves Wildlife Inference2605.16672v1 · Mufhumudzi Muthivhi, Jiahao Huo, Fredrik Gustafsson et al.2026 · 0 citationsarXiv
Benchmarking Pathology Foundation Models for Breast Cancer Survival Prediction2604.24679v1 · Fredrik K. Gustafsson, Constance Boissin, Johan Vallon-Christersson et al.2026 · 0 citationsarXiv
BAS: A Decision-Theoretic Approach to Evaluating Large Language Model Confidence2604.03216v1 · Sean Wu, Fredrik K. Gustafsson, Edward Phillips et al.2026 · 0 citationsarXiv
Entropy Alone is Insufficient for Safe Selective Prediction in LLMs2603.21172v1 · Edward Phillips, Fredrik K. Gustafsson, Sean Wu et al.2026 · 0 citationsarXiv
SignalMC-MED: A Multimodal Benchmark for Evaluating Biosignal Foundation Models on Single-Lead ECG and PPG2603.09940v1 · Fredrik K. Gustafsson, Xiao Gu, Mattia Carletti et al.2026 · 0 citationsarXiv
Semantic Self-Distillation for Language Model Uncertainty2602.04577v3 · Edward Phillips, Sean Wu, Fredrik K. Gustafsson et al.2026 · 0 citationsProceedings of the 42nd Conference on Uncertainty in Artificial Intelligence, PMLR 337:5427-5447, 2026
Scanner-Induced Domain Shifts Undermine the Robustness of Pathology Foundation Models2601.04163v1 · Erik Thiringer, Fredrik K. Gustafsson, Kajsa Ledesma Eriksson et al.2026 · 0 citationsarXiv
Nearest-Class Mean and Logits Agreement for Wildlife Open-Set Recognition2510.17338v1 · Jiahao Huo, Mufhumudzi Muthivhi, Terence L. van Zyl et al.2025 · 1 citationarXiv
Road Roughness Estimation via Fusion of Standard Onboard Automotive Sensors2507.12317v1 · Martin Agebjar, Gustav Zetterqvist, Fredrik Gustafsson et al.2025 · 4 citationsarXiv
Improving Wildlife Out-of-Distribution Detection: Africas Big Five2506.06719v2 · Mufhumudzi Muthivhi, Jiahao Huo, Fredrik Gustafsson et al.2025 · 1 citationCVPR 2025 Workshop on Computer Vision for Animal Behavior Tracking and Modeling (CV4Animals)
Multi-stain modelling of histopathology slides for breast cancer prognosis prediction10.1101/2024.11.10.24317066v1 · Sharma, A., Gustafsson, F. K., Hartman, J. et al.2024 · 0 citationsmedRxiv
Evaluating Computational Pathology Foundation Models for Prostate Cancer Grading under Distribution Shifts2410.06723v2 · Fredrik K. Gustafsson, Mattias Rantalainen2024 · 0 citationsarXiv
Evaluation and Prognostic Validation of Deep Regression Models for WSI-Based Gene-Expression Prediction2410.00945v2 · Fredrik K. Gustafsson, Constance Boissin, Johan Vallon-Christersson et al.2024 · 0 citationsarXiv
Integrated Surveillance of Disparities in Vaccination Coverage and Morbidity during the COVID-19 Pandemic: A Cohort Study in Southeast Sweden.39066401 · Spreco, Armin, Dahlström, Örjan, Nordvall, Dennis et al.2024 · 1 citationVaccines. 2024;12(7)
Evaluating regression and probabilistic methods for ECG-based electrolyte prediction.38961109 · von Bachmann, Philipp, Gedon, Daniel, Gustafsson, Fredrik K et al.2024 · 14 citationsScientific reports. 2024;14(1):15273
Joint State and Parameter Estimation Using the Partial Errors-in-Variables Principle2407.01801v1 · Peng Liu, Kailai Li, Gustaf Hendeby et al.2024 · 0 citationsarXiv
Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models2404.09732v1 · Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao et al.2024 · 15 citationsarXiv
Fusion framework and multimodality for the Laplacian approximation of Bayesian neural networks2310.08315v1 · Magnus Malmstrom, Isaac Skog, Daniel Axehill et al.2023 · 2 citationsarXiv
Extended target tracking utilizing machine-learning software -- with applications to animal classification2310.08316v1 · Magnus Malmstrom, Anton Kullberg, Isaac Skog et al.2023 · 7 citationsarXiv
On the validity of using the delta method for calculating the uncertainty of the predictions from an overparameterized model2307.01031v1 · Magnus Malmstrom, Isaac Skog, Daniel Axehill et al.2023 · 3 citationsarXiv
Using Received Power in Microphone Arrays to Estimate Direction of Arrival2305.02915v1 · Gustav Zetterqvist, Fredrik Gustafsson, Gustaf Hendeby2023 · 2 citationsarXiv
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models2304.08291v1 · Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao et al.2023 · 167 citationsarXiv
Uncertainty quantification in neural network classifiers -- a local linear approach2303.07114v1 · Magnus Malmstrom, Isaac Skog, Daniel Axehill et al.2023 · 7 citationsarXiv
Track-To-Track Association for Fusion of Dimension-Reduced Estimates2303.00611v2 · Robin Forsling, Zoran Sjanic, Fredrik Gustafsson et al.2023 · 1 citationarXiv
How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?2302.03679v2 · Fredrik K. Gustafsson, Martin Danelljan, Thomas B. Schon2023 · 2 citationsarXiv
Image Restoration with Mean-Reverting Stochastic Differential Equations2301.11699v3 · Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao et al.2023 · 114 citationsarXiv
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic Methods2212.13890v1 · Philipp Von Bachmann, Daniel Gedon, Fredrik K. Gustafsson et al.2022 · 0 citationsarXiv
Decentralized State Estimation In A Dimension-Reduced Linear Regression2210.06947v2 · Robin Forsling, Fredrik Gustafsson, Zoran Sjanic et al.2022 · 4 citationsarXiv
Effectiveness of the BNT162b2 mRNA Vaccine Compared with Hybrid Immunity in Populations Prioritized and Non-Prioritized for COVID-19 Vaccination in 2021-2022: A Naturalistic Case-Control Study in Sweden.36016162 · Spreco, Armin, Dahlström, Örjan, Jöud, Anna et al.2024 · 2 citationsVaccines. 2022;10(8)
Nowcasting (Short-Term Forecasting) of COVID-19 Hospitalizations Using Syndromic Healthcare Data, Sweden, 2020.35201737 · Spreco, Armin, Jöud, Anna, Eriksson, Olle et al.2022 · 12 citationsEmerging infectious diseases. 2022;28(3):564-571
Estimating the SARS-CoV-2 infected population fraction and the infection-to-fatality ratio: a data-driven case study based on Swedish time series data.34907208 · Wacker, Andreas, Jöud, Anna, Bernhardsson, Bo et al.2021 · 3 citationsScientific reports. 2021;11(1):23963
Learning Proposals for Practical Energy-Based Regression2110.11948v2 · Fredrik K. Gustafsson, Martin Danelljan, Thomas B. Schon2021 · 0 citationsarXiv
Uncertainty-aware body composition analysis with deep regression ensembles on UK Biobank MRI.34624770 · Langner, Taro, Gustafsson, Fredrik K, Avelin, Benny et al.2021 · 16 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2021;93:101994
[Modeling the effect of non-pharmaceutical interventions during the corona pandemic].34014556 · Gustafsson, Fredrik, Timpka, Toomas2021 · 0 citationsLakartidningen. 2021;118
Deep Energy-Based NARX Models2012.04136v1 · Johannes N. Hendriks, Fredrik K. Gustafsson, Antonio H. Ribeiro et al.2020 · 13 citationsarXiv
Accurate 3D Object Detection using Energy-Based Models2012.04634v2 · Fredrik K. Gustafsson, Martin Danelljan, Thomas B. Schon2020 · 16 citationsarXiv
The effect of interventions on COVID-19.33361787 · Soltesz, Kristian, Gustafsson, Fredrik, Timpka, Toomas et al.2020 · 154 citationsNature. 2020;588(7839):E26-E28
Sensitivity analysis of the effects of non-pharmaceutical interventions on COVID-19 in Europe10.1101/2020.06.15.20131953v1 · Soltesz, K., Gustafsson, F., Timpka, T. et al.2020 · 5 citationsmedRxiv
On the sensitivity of non-pharmaceutical intervention models for SARS-CoV-2 spread estimation10.1101/2020.06.10.20127324v1 · Soltesz, K., Gustafsson, F., Timpka, T. et al.2020 · 7 citationsmedRxiv
How to Train Your Energy-Based Model for Regression2005.01698v2 · Fredrik K. Gustafsson, Martin Danelljan, Radu Timofte et al.2020 · 25 citationsarXiv
Identifiability issues in estimating the impact of interventions on Covid-19 spread.38620619 · Gustafsson, Fredrik, Jaldén, Joakim, Bernhardsson, Bo et al.2025 · 0 citationsIFAC-PapersOnLine. 2020;53(5):829-832
Exploring Positive Noise in Estimation Theory1910.01569v2 · Kamiar Radnosrati, Gustaf Hendeby, Fredrik Gustafsson2019 · 13 citationsarXiv
Energy-Based Models for Deep Probabilistic Regression1909.12297v4 · Fredrik K. Gustafsson, Martin Danelljan, Goutam Bhat et al.2019 · 56 citationsarXiv
Asynchronous Averaging of Gait Cycles for Classification of Gait and Device Modes1907.02329v2 · Parinaz Kasebzadeh, Gustaf Hendeby, Fredrik Gustafsson2019 · 7 citationsarXiv
Career total: 669 works. 70 are in this corpus.Showing the 50 most recent.
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