| 2024 | ICLR | Cauchy-Schwarz Divergence Information Bottleneck for Regression. | Shujian Yu, Xi Yu, Sigurd Lkse, Robert Jenssen, Jos C. Prncipe |
| 2023 | CVPR | Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-Shot Learning with Hyperspherical Embeddings. | Daniel J. Trosten, Rwiddhi Chakraborty, Sigurd Lkse, Kristoffer Knutsen Wickstrm, Robert Jenssen, Michael C. Kampffmeyer |
| 2023 | CVPR | On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view Clustering. | Daniel J. Trosten, Sigurd Lkse, Robert Jenssen, Michael C. Kampffmeyer |
| 2021 | CVPR | Reconsidering Representation Alignment for Multi-View Clustering. | Daniel J. Trosten, Sigurd Lkse, Robert Jenssen, Michael Kampffmeyer |
| 2020 | ECCV | SEN: A Novel Feature Normalization Dissimilarity Measure for Prototypical Few-Shot Learning Networks. | Van Nhan Nguyen, Sigurd Lkse, Kristoffer Wickstrm, Michael Kampffmeyer, Davide Roverso, Robert Jenssen |
| 2018 | ESANN | Bidirectional deep-readout echo state networks. | Filippo Maria Bianchi, Simone Scardapane, Sigurd Lkse, Robert Jenssen |
| 2018 | ICASSP | Ranking Using Transition Probabilities Learned from Multi-Attribute Data. | Sigurd Lkse, Robert Jenssen |