Collaboratories
Lars's P1 Publications
How Redundant Is the Transformer Stack in Speech Representation Models?
Teresa Dorszewski, Albert K. Jacobsen, Lenka Tětková, Lars K. Hansen
It’s All Relative: Relative Uncertainty in Latent Spaces using Relative Representations
Fabian Mager, Valentino Maiorca, Lars K. Hansen
Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners
Sarthak Yadav, Sergios Theodoridis, Lars K. Hansen, Zheng-Hua Tan
Speed: Scalable Preprocessing of EEG Data for Self-Supervised Learning
Anders Gjølbye, Lina Skerath, William Lehn-Schiøler, Nicolas Langer, Lars K. Hansen
Knowledge Graphs for Empirical Concept Retrieval
Lenka Tětková, Teresa K. Scheidt, Maria M. Fogh, Ellen M. G. Jørgensen, Finn Å. Nielsen, Lars K. Hansen
Image classification with symbolic hints using limited resources
Mikkel G. Jørgensen, Lenka Tětková, Lars K. Hansen
Convexity Based Pruning of Speech Representation Models
Teresa Dorszewski, Lenka Tetkova, Lars K. Hansen
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
Robustness of Visual Explanations to Common Data Augmentation Methods
Lars Kai Hansen, Lenka Tëtková
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.
Noise-assisted variational quantum thermalization
Jonathan Foldager, Arthur Pesah, Lars K. Hansen
Uncovering Cortical Units of Processing From Multi-Layered Connectomes
Kristoffer J. Albers, Matthew G. Liptrot, Karen S. Ambrosen, Rasmus Røge, Tue Herlau, Kasper W. Andersen, Hartwig R. Siebner, Lars K. Hansen, Tim B. Dyrby, Kristoffer H. Madsen, Mikkel N. Schmidt, Morten Mørup
Modulation transfer functions for audiovisual speech
Nicolai F. Pedersen, Torsten Dau, Lars K. Hansen, Jens Hjortkjær