2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP)
2023
Concept-Based Explainability for an EEG Transformer Model
Anders G. Madsen, William T. Lehn-Schiøler, Áshildur Jónsdóttir, Bergdís Arnardóttir, Lars K. Hansen
Clustering of antipsychotic-naïve patients with schizophrenia based on functional connectivity from resting-state electroencephalography
Karen S. Ambrosen, Fanny Fredriksson, Simon Anhøj, Nikolaj Bak, Edwin van Dellen, Livia Dominicus, Cecilie K. Lemvigh, Mikkel E. Sørensen, Mette Ø. Nielsen, Kirsten B. Bojesen, Birgitte Fagerlund, Birte Y. Glenthøj, Bob Oranje, Lars K. Hansen, Bjørn H. Ebdrup
Cleaner Categories Improve Object Detection and Visual-Textual Grounding
Davide Rigoni, Desmond Elliott, Stella Frank
Byte-Level Grammatical Error Correction Using Synthetic and Curated Corpora
Svanhvít L. Ingólfsdóttir, Pétur O. Ragnarsson, Haukur P. Jónsson, Haukur B. Símonarson, Vilhjálmur Þorsteinsson, Vésteinn Snæbjarnarson
BrackishMOT: The Brackish Multi-Object Tracking Dataset
Malte Pedersen, Daniel Lehotský, Ivan Nikolov, Thomas B. Moeslund
Bias in context: What to do when complete bias removal is not an option
Sune H. Holm, Eike Petersen, Melanie Ganz-Benjaminsen, Aasa Feragen
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
2023
Beyond AUROC & co. for evaluating out-of-distribution detection performance
Galadrielle Humblot-Renaux, Sergio Escalera, Thomas B. Moeslund
Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval
Frederik Warburg, Marco Miani, Silas Brack, Søren Hauberg
Assessing Breast Cancer Risk by Combining AI for Lesion Detection and Mammographic Texture
Andreas D. Lauritzen, My C. von Euler-Chelpin, Elsebeth Lynge, Ilse Vejborg, Mads Nielsen, Nico Karssemeijer, Martin Lillholm
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging
2023
Are Sex-Based Physiological Differences the Cause of Gender Bias for Chest X-Ray Diagnosis?
Nina Weng, Siavash Bigdeli, Eike Petersen, Aasa Feragen
Allometric equations to estimate the dry mass of Sahel woody plants mapped with very-high resolution satellite imagery
Pierre Hiernaux, Hassane B.-A. Issoufou, Christian Igel, Ankit Kariryaa, Moussa Kourouma, Jérôme Chave, Eric Mougin, Patrice Savadogo
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation
Giorgio Giannone, Akash Srivastava, Ole Winther, Faez Ahmed
Adaptive Cholesky Gaussian Processes
Simon Bartels, Kristoffer Stensbo-Smidt, Pablo Moreno-Munoz, Wouter Boomsma, Jes Frellsen, Søren Hauberg
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering
Erik Arakelyan, Pasquale Minervini, Daniel Daza, Michael Cochez, Isabelle Augenstein
Active Transfer Learning for 3D Hippocampus Segmentation
Ji Wu, Zhongfeng Kang, Sebastian N. Llambias, Mostafa M. Ghazi, Mads Nielsen
A Systematic Review and Meta-analysis of the Effectiveness of Body Ownership Illusions in Virtual Reality
Aske Mottelson, Andreea Muresan, Kasper Hornbæk, Guido Makransky
A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset
Zahra Gharaee, ZeMing Gong, Nicholas Pellegrino, Iuliia Zarubiieva, Joakim B. Haurum, Scott Lowe, Jaclyn McKeown, Chris Ho, Joschka McLeod, Yi-Yun Wei, Jireh Agda, Sujeevan Ratnasingham, Dirk Steinke, Angel Chang, Graham W. Taylor, Paul Fieguth
A Scale-Invariant Sorting Criterion to Find a Causal Order in Additive Noise Models
Alexander Reisach, Myriam Tami, Christof Seiler, Antoine Chambaz, Sebastian Weichwald
A retrospective study on machine learning-assisted stroke recognition for medical helpline calls
Jonathan Wenstrup, Jakob D. Havtorn, Lasse Borgholt, Stig N. Blomberg, Lars Maaløe, Michael R. Sayre, Hanne Christensen, Christina Kruuse, Helle C. Christensen
A high-resolution canopy height model of the Earth
Nico Lang, Walter Jetz, Konrad Schindler, Jan D. Wegner
A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations
Nikolaos Nakis, Abdulkadir Çelikkanat, Sune Lehmann J., Morten Mørup
A Contextually Supported Abnormality Detector for Maritime Trajectories
Kristoffer V. Olesen, Ahcène Boubekki, Michael C. Kampffmeyer, Robert Jenssen, Anders N. Christensen, Sune Hørlück, Line H. Clemmensen
Laplacian Autoencoders for Learning Stochastic Representations
Marco Miani, Frederik Warburg, Pablo Moreno-Muñoz, Nicki S. Detlefsen, Søren Hauberg
GPU-FAST-PROCLUS: A Fast GPU-parallelized Approach to Projected Clustering
Jakob R. Jørgensen, Katrine Scheel, Ira Assent, Ajeet R. Pathak, Anne C. Elster
AVID: GPU-enabled Visual Analytics with GPU-FAST-PROCLUS
Jakob R. Jørgensen, Ira Assent, Hans-Jörg Schulz
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