Recommendation fairness and where to find it: An empirical study on fairness of user recommender systems
Antonela Tommasel, Ira Assent
Robust cross-vendor mammographic texture models using augmentation-based domain adaptation for long-term breast cancer risk
Andreas D. Lauritzen, My C. von Euler-Chelpin, Elsebeth Lynge, Ilse Vejborg, Mads Nielsen, Nico Karssemeijer, Martin Lillholm
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Robustness of Visual Explanations to Common Data Augmentation Methods
Lars Kai Hansen, Lenka Tëtková
Selective Imputation for Multivariate Time Series Datasets With Missing Values
Ane Blázquez-García, Kristoffer Wickstrøm, Shujian Yu, Karl Ø. Mikalsen, Ahcène Boubekki, Angel Conde, Usue Mori, Robert Jenssen, Jose A. Lozano
SGD Biased towards Early Important Samples for Efficient Training
Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
TemPose: a new skeleton-based transformer model designed for fine-grained motion recognition in badminton
Magnus Ibh, Stella Grasshof, Dan Witzner Hansen, Pascal Madeleine
Text-Driven Stylization of Video Objects
Sebastian Loeschcke, Serge Belongie, Sagie Benaim
The fine-grained temporal dynamics of social timing: a window into sociality of embodied social agents. Comment on “The evolution of social timing” by L. Verga, S. A. Kotz, & A. Ravignani
Ivana Konvalinka, Kyveli Kompatsiari, Qianliang Li
Proceedings of the 40th International Conference on Machine Learning
Unifying Molecular and Textual Representations via Multi-task Language Modelling
Dimitrios Christofidellis, Giorgio Giannone, Jannis Born, Ole Winther, Teodoro Laino, Matteo Manica
Using sequences of life-events to predict human lives
Germans Savcisens, Tina Eliassi-Rad, Lars K. Hansen, Laust H. Mortensen, Lau Lilleholt, Anna Rogers, Ingo Zettler, Sune Lehmann J.
Video Transformers: A Survey
Javier Selva, Anders S. Johansen, Sergio Escalera, Kamal Nasrollahi, Thomas B. Moeslund, Albert Clapés
Which Tokens to Use? Investigating Token Reduction in Vision Transformers
Joakim B. Haurum, Sergio Escalera, Graham W. Taylor, Thomas B. Moeslund
Self-Supervised Speech Representation Learning: A Review
Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
Frontiers in Environmental Science
Interpretation of convolutional neural networks for acid sulfate soil classification
Amelie Beucher, Christoffer B. Rasmussen, Thomas B. Moeslund, Mogens H. Greve
Synthese
Understanding models understanding language
Anders Søgaard
Radiology
An Artificial Intelligence–based Mammography Screening Protocol for Breast Cancer: Outcome and Radiologist Workload
Andreas D. Lauritzen, Alejandro Rodríguez-Ruiz, My C. von Euler-Chelpin, Elsebeth Lynge, Ilse Vejborg, Mads Nielsen, Nico Karssemeijer, Martin Lillholm
IET Image Processing
Real-world super-resolution of face-images from surveillance cameras
Andreas Aakerberg, Kamal Nasrollahi, Thomas B. Moeslund
Graph-valued regression: Prediction of unlabelled networks in a non-Euclidean graph space
Anna Calissano, Aasa Feragen, Simone Vantini
AI and Ethics 2022
Rawlsian AI fairness loopholes
Anna K. Jørgensen, Anders Søgaard
BMJ Open 2022
Using machine learning to identify quality-of-care predictors for emergency caesarean sections: a retrospective cohort study
Betina R. Andersen, Ida Ammitzbøll, Jesper Hinrich, Sune Lehmann J., Charlotte V. Ringsted, Ellen C. L. Løkkegaard, Martin G. Tolsgaard
PloS one
Characterizing polarization in online vaccine discourse—A large-scale study
Bjarke Mønsted, Sune Lehmann J.
The American Journal of Gastroenterology
High Accuracy in Classifying Endoscopic Severity in Ulcerative Colitis Using Convolutional Neural Network
Bobby Lo, Zhuo Y. Liu, Flemming Bendtsen, Christian Igel, Ida Vind, Johan Burisch
Water 2022
Data-Driven Drift Detection in Real Process Tanks: Bridging the Gap between Academia and Practice
Bolette D. Hansen, Thomas B. Hansen, Thomas B. Moeslund, David G. Jensen
Association for Computational Linguistics
Multilingual Multimodal Learning with Machine Translated Text
Chen Qiu, Dan Oneață, Emanuele Bugliarello, Stella Frank, Desmond Elliott
Sensors 2022
The Challenge of Data Annotation in Deep Learning—A Case Study on Whole Plant Corn Silage
Christoffer B. Rasmussen, Kristian Kirk, Thomas B. Moeslund
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