| 2025 | ICASSP | How Redundant Is the Transformer Stack in Speech Representation Models? | Teresa Dorszewski, Albert Kjller Jacobsen, Lenka Tetkov, Lars Kai Hansen |
| 2024 | ICLR | Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners. | Sarthak Yadav, Sergios Theodoridis, Lars Kai Hansen, Zheng-Hua Tan |
| 2023 | CVPR | Robustness of Visual Explanations to Common Data Augmentation Methods. | Lenka Tetkov, Lars Kai Hansen |
| 2023 | UAI | On the role of model uncertainties in Bayesian optimisation. | Jonathan Foldager, Mikkel Jordahn, Lars Kai Hansen, Michael Riis Andersen |
| 2021 | ICAART | On the Limits to Multi-modal Popularity Prediction on Instagram: A New Robust, Efficient and Explainable Baseline. | Christoffer Riis, Damian Konrad Kowalczyk, Lars Kai Hansen |
| 2021 | ICANN | Spontaneous Symmetry Breaking in Data Visualization. | Cilie W. Feldager, Sren Hauberg, Lars Kai Hansen |
| 2020 | ICAART | The Complexity of Social Media Response: Statistical Evidence for One-dimensional Engagement Signal in Twitter. | Damian Konrad Kowalczyk, Lars Kai Hansen |
| 2019 | ICML | Phase transition in PCA with missing data: Reduced signal-to-noise ratio, not sample size! | Niels Bruun Ipsen, Lars Kai Hansen |
| 2018 | AISTATS | Bayesian Structure Learning for Dynamic Brain Connectivity. | Michael Riis Andersen, Ole Winther, Lars Kai Hansen, Russell A. Poldrack, Oluwasanmi Koyejo |
| 2018 | ICASSP | Semi-Supervised Sleep-Stage Scoring Based on Single Channel EEG. | Andreas Muff Munk, Kristoffer Vinther Olesen, Sirin Wilhelmsen Gangstad, Lars Kai Hansen |
| 2018 | ICASSP | Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy. | Sren Fns Vind Nielsen, Yuri Levin-Schwartz, Diego Vidaurre, Tlay Adali, Vince D. Calhoun, Kristoffer Hougaard Madsen, Lars Kai Hansen, Morten Mrup |
| 2018 | ICLR | Latent Space Oddity: on the Curvature of Deep Generative Models. | Georgios Arvanitidis, Lars Kai Hansen, Sren Hauberg |
| 2017 | ICASSP | EEG source imaging assists decoding in a face recognition task. | Rasmus S. Andersen, Anders U. Eliasen, Nicolai Pedersen, Michael Riis Andersen, Sofie Therese Hansen, Lars Kai Hansen |
| 2016 | AISTATS | Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation. | Sren Hauberg, Oren Freifeld, Anders Boesen Lindbo Larsen, John W. Fisher III, Lars Kai Hansen |
| 2015 | ICASSP | EEG source reconstruction performance as a function of skull conductance contrast. | Sofie Therese Hansen, Lars Kai Hansen |
| 2013 | ICASSP | Towards a universal representation for audio information retrieval and analysis. | Bjrn Sand Jensen, Rasmus Troelsgrd, Jan Larsen, Lars Kai Hansen |
| 2011 | ACII | Smartphones Get Emotional: Mind Reading Images and Reconstructing the Neural Sources. | Michael Kai Petersen, Carsten Stahlhut, Arkadiusz Stopczynski, Jakob Eg Larsen, Lars Kai Hansen |
| 2011 | ACII | A Smartphone Interface for a Wireless EEG Headset with Real-Time 3D Reconstruction. | Arkadiusz Stopczynski, Jakob Eg Larsen, Carsten Stahlhut, Michael Kai Petersen, Lars Kai Hansen |
| 2011 | ACSSC | Frequency constrained ShiftCP modeling of neuroimaging data. | Morten Mrup, Lars Kai Hansen, Kristoffer Hougaard Madsen |
| 2011 | ACSSC | Modeling latency and shape changes in trial based neuroimaging data. | Morten Mrup, Lars Kai Hansen, Kristoffer Hougaard Madsen |
| 2011 | ICASSP | How efficient is estimation with missing data? | Seliz G. Karadogan, Letizia Marchegiani, Lars Kai Hansen, Jan Larsen |
| 2011 | ICMLA | The Role of Top-Down Attention in the Cocktail Party: Revisiting Cherry's Experiment after Sixty Years. | Letizia Marchegiani, Seliz G. Karadogan, Tobias Andersen, Jan Larsen, Lars Kai Hansen |
| 2010 | ECIR | Improving Query Correctness Using Centralized Probably Approximately Correct (PAC) Search. | Ingemar J. Cox, Jianhan Zhu, Ruoxun Fu, Lars Kai Hansen |
| 2010 | MICCAI | Sparse Spatio-temporal Inference of Electromagnetic Brain Sources. | Carsten Stahlhut, Hagai Attias, David P. Wipf, Lars Kai Hansen, Srikantan S. Nagarajan |
| 2009 | ICTIR | Probably Approximately Correct Search. | Ingemar J. Cox, Ruoxun Fu, Lars Kai Hansen |
| 2009 | IDA | Bayesian Non-negative Matrix Factorization. | Mikkel N. Schmidt, Ole Winther, Lars Kai Hansen |
| 2008 | ICPR | MuZeeker: Adapting a Music Search Engine for Mobile Phones. | Jakob Eg Larsen, Sren Halling, Magns Sigursson, Lars Kai Hansen |
| 2008 | ISCAS | Approximate L0 constrained non-negative matrix and tensor factorization. | Morten Mrup, Kristoffer Hougaard Madsen, Lars Kai Hansen |
| 2007 | ICASSP | NMF on Positron Emission Tomography. | Bjarni Bdvarsson, Lars Kai Hansen, Claus Svarer, Gitte Moos Knudsen |
| 2007 | ICASSP | On Affine Non-Negative Matrix Factorization. | Hans Laurberg, Lars Kai Hansen |
| 2007 | ICASSP | Castsearch - Context Based Spoken Document Retrieval. | Lasse Lohilahti Mlgaard, Kasper Winther Jrgensen, Lars Kai Hansen |
| 2007 | ICASSP | On the Relevance of Spectral Features for Instrument Classification. | Andreas Brinch Nielsen, Sigurdur Sigurdsson, Lars Kai Hansen, Jernimo Arenas-Garca |
| 2006 | ICASSP | Phonemes as Short Time Cognitive Components. | Ling Feng, Lars Kai Hansen |
| 2006 | ICASSP | Pitch Based Sound Classification. | Andreas Brinch Nielsen, Lars Kai Hansen, Ulrik Kjems |
| 2006 | ICASSP | Blind Separation of More Sources than Sensors in Convolutive Mixtures. | Rasmus Kongsgaard Olsson, Lars Kai Hansen |
| 2006 | IGARSS | Detecting Weather Radar Clutter by Information Fusion With Satellite Images and Numerical Weather Prediction Model Output. | Thomas Bvith, Allan Aasbjerg Nielsen, Lars Kai Hansen, Sren Overgaard, Rashpal S. Gill |
| 2004 | ICASSP | Semi-blind source separation using head-related transfer functions [speech signal separation]. | Michael Syskind Pedersen, Ulrik Kjems, Karsten Boye Rasmussen, Lars Kai Hansen |
| 2004 | ICPR | Pruning The Vocabulary For Better Context Recognition. | Rasmus Elsborg Madsen, Sigurdur Sigurdsson, Lars Kai Hansen, Jan Larsen |
| 2004 | IJCNN | Pruning the vocabulary for better context recognition. | Rasmus Elsborg Madsen, Sigurdur Sigurdsson, Lars Kai Hansen, Jan Larsen |
| 2002 | ICASSP | Time series prediction based on the Relevance Vector Machine with adaptive kernels. | Joaquin Quionero Candela, Lars Kai Hansen |
| 2002 | ICASSP | Outlier estimation and detection application to skin lesion classification. | Sigurdur Sigurdsson, Jan Larsen, Lars Kai Hansen, Peter Alshede Philipsen, Hans-Christian Wulf |
| 2002 | ICIP | An ICA algorithm for analyzing multiple data sets. | Ana S. Lukic, Lars Kai Hansen, Miles N. Wernick, Stephen C. Strother |
| 2001 | ICASSP | Dynamic components of linear stable mixtures from fractional low order moments. | Thomas Fabricius, Preben Kidmose, Lars Kai Hansen |
| 2001 | ICASSP | Blind detection of independent dynamic components. | Lars Kai Hansen, Jan Larsen, Thomas Kolenda |
| 2000 | ICASSP | Modeling text with generalizable Gaussian mixtures. | Lars Kai Hansen, Sigurdur Sigurdsson, Thomas Kolenda, Finn rup Nielsen, Ulrik Kjems, Jan Larsen |
| 1999 | ICASSP | Sonar discrimination of cylinders from different angles using neural networks. | Lars Nonboe Andersen, Whitlow W. L. Au, Jan Larsen, Lars Kai Hansen |
| 1998 | ICASSP | Design of robust neural network classifiers. | Jan Larsen, Lars Nonboe Andersen, Mads Hintz-Madsen, Lars Kai Hansen |
| 1997 | CIKM | Interactive Information Visualization in Neuroimaging. | Finn rup Nielsen, Lars Kai Hansen |
| 1997 | ICASSP | Early stop criterion from the bootstrap ensemble. | Lars Kai Hansen, Jan Larsen, Torben Fog |
| 1996 | ICASSP | Revisiting Boltzmann learning: parameter estimation in Markov random fields. | Lars Kai Hansen, Lars Nonboe Andersen, Ulrik Kjems, Jan Larsen |