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Badong Chen; Shujian Yu; Robert Jenssen; Generalized Cauchy–Schwarz divergence: Efficient estimation and applications in deep learning Neurocomputing, vol. 652, (ISSN 0925-2312 1872-8286 ), doi: https://doi.org/10.1016/j.neucom.2025.130904 , 2025. Scientific article

David Schlangen; Pierre Lison; Prior Lessons of Incremental Dialogue and Robot Action Management for the Age of Language Models Dialogue and Discourse, vol. 16, pp. 96 130 , (ISSN 2152-9620 ), doi: https://doi.org/10.5210/dad.2025.305 , 2025. Scientific article

Stefan Ultes; Pierre Lison; A Graph-to-Text Approach to Knowledge-Grounded Response Generation in Human–Robot Interaction Dialogue and Discourse, vol. 16, pp. 60 95 , (ISSN 2152-9620 ), doi: https://doi.org/10.5210/dad.2025.304 , 2025. Scientific article

Karen S. Auestad; The Tien Mai; Mina Spremic; Jo Eidsvik; A Practical and Efficient Approach for Bayesian Seismic AVO Inversion: Insights from the Alvheim Field Geophysical Prospecting, vol. 73, (ISSN 0016-8025 1365-2478 ), doi: https://doi.org/10.1111/1365-2478.70108 , 2025. Scientific article

Daniel Kaiser; Arnoldo Frigessi; Ali Ramezani-Kebrya; Benjamin Ricaud; CogniLoad: A Synthetic Natural Language Reasoning Benchmark With Tunable Length, Intrinsic Difficulty, and Distractor Density International Conference on Learning Representations (ICLR), (ISSN 0277-5778 ), doi: https://openreview.net/forum?id=0Sex2H5Jnn , 2026. Scientific article

Durgesh Kumar Singh; Ahcene Boubekki; Robert Jenssen; Michael Kampffmeyer; SuperCM: Improving semi-supervised learning and domain adaptation through differentiable clustering Pattern Recognition, vol. 171, pp. 112117 112117 , (ISSN 0031-3203 1873-5142 ), doi: https://doi.org/10.1016/j.patcog.2025.112117 , 2025. Scientific article

Xiaoguang Zhao; Michael Kampffmeyer; ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval Association for Computational Linguistics (ACL). Annual Meeting Conference Proceedings, (ISSN 0736-587X ), doi: https://doi.org/10.18653/v1/2025.findings-emnlp.28 , 2025. Scientific article

Michael Scheuerer; Emilie Byermoen; Julia Ribeiro De Oliveira; Thea Julie Thømt Roksvåg; Dagrun Vikhamar-Schuler; Multi-decadal streamflow projections for catchments in Brazil based on CMIP6 multi-model simulations and neural network embeddings for linear regression models Hydrology and Earth System Sciences (HESS), vol. 29, pp. 5099 5119 , (ISSN 1027-5606 1607-7938 ), doi: https://doi.org/10.5194/hess-29-5099-2025 , 2025. Scientific article

Magne Tommy Aldrin; Ingunn Fride Tvete; Edvin Fuglebakk; The sensitivity of fish quota settings to fixed assumptions on natural mortality and maturity-at-age ICES Journal of Marine Science, vol. 82, (ISSN 1054-3139 1095-9289 ), doi: https://doi.org/10.1093/icesjms/fsaf135 , 2025. Scientific article

Gabriel Yanci Arteaga; Marius Aasan; Rwiddhi Chakraborty; Martine Hjelkrem Tan; Thalles Silva; Michael Kampffmeyer; Adín Ramírez Rivera; Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning International Conference on Learning Representations (ICLR), (ISSN 0277-5778 ), doi: https://openreview.net/forum?id=fVJEWdwvLO , 2026. Scientific article

Ingunn Fride Tvete; Marianne Klemp; Investigating Time-Varying Predictor Effects on Cardiovascular Outcomes in Breast Cancer Survivors Journal of Breast Cancer, vol. 29, pp. 1 13 , (ISSN 1738-6756 2092-9900 ), doi: https://doi.org/10.4048/jbc.2025.0151 , 2025. Scientific article

Alba Ordoñez; Fredrik Andreas Dahl; Olav Brautaset; Line Eikvil; Unsupervised Domain Adaptation for Breast Cancer Detection in a Multi-Scanner Environment: A Case-Study from Norway Lecture Notes in Computer Science (LNCS), vol. 15734, pp. 355 364 , (ISSN 0302-9743 1611-3349 ), doi: https://doi.org/10.1007/978-3-031-95838-0_35 , 2025. Scientific article

Lars Holden; Svetlana Boudko; Bjørn Fjellvoll; Historisk befolkningsregister som et autoritetsregister for personer og verktøy for lokalhistorisk forskning Heimen - Lokal og regional historie, vol. 62, pp. 311 328 , (ISSN 0017-9841 1894-3195 ), doi: https://doi.org/10.18261/heimen.62.4.4 , 2025. Scientific article

Thea Brüsch; Kristoffer Wickstrøm; Mikkel N. Schmidt; Tommy Sonne Alstrøm; Robert Jenssen; FreqRISE: Explaining time series using frequency masking Proceedings of Machine Learning Research (PMLR), vol. 265, pp. 16 31 , (ISSN 2640-3498 ), doi: https://proceedings.mlr.press/v265/brusch25a.html , 2025. Scientific article

Are Charles Jensen; Mahsa Sotoodeh Ziksari; Andreas Austeng; Sven Peter Näsholm; A Coherence-Restoring Subspace Projection for Adaptive Array Spectral Estimation IEEE Access, vol. 14, pp. 37062 37071 , (ISSN 2169-3536 ), doi: https://doi.org/10.1109/access.2026.3671486 , 2026. Scientific article

Ingrid Utseth; Amund Hansen Vedal; Sarina Thomas; Line Eikvil; Comparing Foundation Models for Medical Images: A Study on Limited Data and Generalization Proceedings of Machine Learning Research (PMLR), vol. 307, pp. 439 447 , (ISSN 2640-3498 ), doi: https://proceedings.mlr.press/v307/utseth26a.html , 2026. Scientific article

Thea Julie Thømt Roksvåg; Silius Mortensønn Vandeskog; C. Ole Wulff; Kamilla Klock Wergeland; An LSTM network for joint modeling of streamflow and hydropower generation for run-of-river plants Journal of Hydrology, vol. 667, (ISSN 0022-1694 1879-2707 ), doi: https://doi.org/10.1016/j.jhydrol.2025.134890 , 2026. Scientific article

Mir Hassan; Sandeep Pirbhulal; Toward AI-Enabled Approach for Urdu Text Recognition: A Legacy for Urdu Image Apprehension IEEE Access, vol. 13, pp. 122022 122034 , (ISSN 2169-3536 ), doi: https://doi.org/10.1109/ACCESS.2022.3203426 , 2025. Scientific article

Jan Axelsson; Luigi Tommaso Luppino; Samuel Kuttner; Filling of incomplete sinograms from sparse PET detector configurations using a residual U‐Net Medical Physics, vol. 53, (ISSN 0094-2405 2473-4209 ), doi: https://doi.org/10.1002/mp.70293 , 2026. Scientific article

Christian Salomonsen; Luigi T. Luppino; Fredrik Emil Aspheim; Kristoffer Wickstrøm; Elisabeth Wetzer; Michael Kampffmeyer; Rodrigo Berzaghi; Rune Sundset; Robert Jenssen; Samuel Kuttner; A robust and versatile deep learning model for prediction of the arterial input function in dynamic small animal [18F] FDG PET imaging EJNMMI Research, (ISSN 2191-219X ), doi: https://doi.org/10.1186/s13550-026-01398-9 , 2026. Scientific article

Oscar Plata; Ivar Rummelhoff; Thor Kristoffersen; Preserving Long-Term Access to Decommissioned Database Systems With Immortal Database Access (iDA) IEEE Access, vol. 14, pp. 24496 24511 , (ISSN 2169-3536 ), doi: https://doi.org/10.1109/access.2026.3664594 , 2026. Scientific article

Audun Stolpe; Thor O. Kristoffersen; Bjarte M. Østvold; Regelverksforenkling med generativ KI: Å kappe hodet av en hydra? Lov og Rett, vol. 65, pp. 25 51 , (ISSN 0024-6980 1504-3061 ), doi: https://doi.org/10.18261/lor.65.1.4 , 2026. Scientific article

Bente Søfting; Tom Eide; Hilde Eide; Bjørn Aksel Flatås; Renate Jensen; Kenneth Larsen; Juan-Carlos Torrado-Vidal; Trenton Schulz; Hilde Thygesen; Kristin Skeide Fuglerud; Methodological principles to guide innovation in robot-mediated education for autistic pupils International Journal of Research & Method in Education, (ISSN 1743-727X 1743-7288 ), doi: https://doi.org/10.1080/1743727x.2026.2650196 , 2026. Scientific article

Anthi Papadopoulou; Pierre Lison; Mark David Anderson; Lilja Øvrelid; Ildikó Pilán; Neural text sanitization with privacy risk indicators: an empirical analysis Language Resources and Evaluation, vol. 60, (ISSN 1574-020X 1574-0218 ), doi: https://doi.org/10.1007/s10579-026-09911-1 , 2026. Scientific article

Ida Välikangas Rautio; Fredrik Nevjen; Ingeborg Hem; Benjamin Adric Dunn; Jonathan Robert Whitlock; Prefrontal cortex encodes behavior states decoupled from motor execution Cell reports, vol. 45, (ISSN 2211-1247 ), doi: https://doi.org/10.1016/j.celrep.2026.117138 , 2026. Scientific article

Theodor Anton Ross; Anna Kaarina Pöntinen; Einar Holsbø; Ørjan Samuelsen; Kristin Hegstad; Michael Kampffmeyer; Jukka Corander; Rebecca Ashley Gladstone; Machine learning-based lineage prediction from antimicrobial susceptibility testing phenotypes for Escherichia coli sequence type 131 clade C surveillance across infection types Microbial Genomics, vol. 12, (ISSN 2057-5858 ), doi: https://doi.org/10.1099/mgen.0.001608 , 2026. Scientific article

Elizabeth Selig; Adelina Mensah; Frode Sundnes; Dag Øystein Hjermann; Ragnhild Overå; Siri Camilla Aas Rustad; Thordis Linda Thorarinsdottir; Andreas Forø Tollefsen; Patterns of marine resource conflicts across Africa highlight need for fair access and benefit sharing for a blue economy One Earth, vol. 9, (ISSN 2590-3330 2590-3322 ), doi: https://doi.org/10.1016/j.oneear.2026.101644 , 2026. Scientific article

Haakon Reithe; Monica Patrascu; Juan Carlos Torrado; Elise Forsund; Bettina Elisabeth Franziska Husebø; Simon Ulvenes Kverneng; Erika Sheard; Charalampos Tzoulis; Brice Sylvain Daniel Marty; Wavelet-Based Tremor Quantification From Wrist-Worn Sensor Data in Home-Dwelling People With Parkinson’s Disease IEEE Journal of Translational Engineering in Health and Medicine, vol. 14, pp. 19 28 , (ISSN 2168-2372 ), doi: https://doi.org/10.1109/JTEHM.2025.3648704 , 2026. Scientific article

Ingunn Fride Tvete; Ellen Catharina Tveter Deilkås; Linda Reiersølmoen Neef; Wenche Patrono; Hanne Narbuvold; Marion Haugen; Assessing Inter-rater Agreement Across Five Teams Applying the Global Trigger Tool to Review 200 Inpatient Medical Records Journal of patient safety, (ISSN 1549-8417 1549-8425 ), doi: https://doi.org/10.1097/PTS.0000000000001491 , 2026. Scientific article

Maurício Moreira-Soares; Erlend I. F. Fossen; Stefano Cavalieri; Arnoldo Frigessi; Marissa Erin Leblanc; Joint probability framework for the development and validation of a prognostic model for the conditional outcome of quality of life: a retrospective study in historical European cohorts of survivors of head and neck cancer The Lancet Digital Health, pp. 100976 100976 , (ISSN 2589-7500 ), doi: https://doi.org/10.1016/j.landig.2025.100976 , 2026. Scientific article

Henning Omre; Mina Spremic; The Grid-Free Spatial Kernel Predictor for Huge Observation Sets Mathematical Geosciences, (ISSN 1874-8961 1874-8953 ), doi: https://doi.org/10.1007/s11004-025-10252-y , 2026. Scientific article

Ingvar Tjøstheim; Chris Wales; Risk Perception and Risk Behavior. The Asian Disease Problem 40 years Later | Springer Nature Link Communications in Computer and Information Science (CCIS), vol. 2789, pp. 184 193 , (ISSN 1865-0929 1865-0937 ), doi: https://doi.org/10.1007/978-3-032-16758-3_15 , 2026. Scientific article

Marit Almenning Martiniussen; Marie Burns Bergan; MERETE UNDRUM KRISTIANSEN; Nataliia Moshina; Anne Sofie Frøyshov Larsen; Marthe Larsen; Fredrik Andreas Dahl; Solveig Sand-Hanssen Hofvind; High risk score of breast cancer by artificial intelligence (AI) on screening mammograms: a review of negative and cancer cases European Radiology, (ISSN 0938-7994 1432-1084 ), doi: https://doi.org/10.1007/s00330-026-12579-4 , 2026. Scientific article

Oxana Gavriluk; Igor Snapkow; Jean-Christophe Thalabard; Lars Holden; Marit Holden; Hege Marie Bøvelstad; Eiliv Lund; Gene Expression Profiling of Peripheral Blood and Endometrial Cancer Risk Factors: Systems Epidemiology Approach in the NOWAC Postgenome Cohort Study Lifestyle Genomics, pp. 83 93 , (ISSN 2504-3161 2504-3188 ), doi: https://doi.org/10.1159/000550409 , 2026. Scientific article

Bjarne André Grimstad; Kristian Lindbäck Løvland; Lars Struen Imsland; Vidar Gunnerud; A deep latent variable model for semi-supervised multi-unit soft sensing in industrial processes Applied Soft Computing, vol. 186, (ISSN 1568-4946 1872-9681 ), doi: https://doi.org/10.1016/j.asoc.2025.114198 , 2025. Scientific article

Kristian Lindbäck Løvland; Lars Imsland; Bjarne André Grimstad; On a Closed-Loop Identification Challenge in Feedback Optimization IEEE Conference on Control Technology and Applications (CCTA), (ISSN 2768-0762 2768-0770 ), doi: https://doi.org/10.1109/ccta53793.2025.11151368 , 2025. Scientific article

Kristian Lindbäck Løvland; Bjarne André Grimstad; Lars Imsland; An updated look on the convergence and consistency of data-driven dynamical models IEEE Conference on Decision and Control. Proceedings, (ISSN 0743-1546 2576-2370 ), doi: https://doi.org/10.1109/cdc56724.2024.10885937 , 2024. Scientific article

Gizem Erceylan; Doney Abraham; Aida Akbarzadeh; Vasileios Gkioulos; Sandeep Pirbhulal; A Digital Twin-Assisted Threat Modeling Framework for Predicting APT Attack Flows in Industrial Control Systems Journal of Cybersecurity and Privacy (JCP), vol. 6, pp. 81 81 , (ISSN 2624-800X ), doi: https://doi.org/10.3390/jcp6030081 , 2026. Scientific article

Benet Manzanares-Salor; David Sánchez; Pierre Lison; Unsupervised utility evaluation of text anonymization methods via neural language models Neural Networks, vol. 202, pp. 109079 109079 , (ISSN 0893-6080 1879-2782 ), doi: https://doi.org/10.1016/j.neunet.2026.109079 , 2026. Scientific article