Conjugate-prior-regularized multinomial pLSA for collaborative filtering. - Marcus Klasson; Stefan Ingi Adalbjornsson; Johan Sward; Søren Vang Andersen (EUSIPCO, 2017)

Causality Refined Diagnostic Prediction. - Marcus Klasson; Kun Zhang 001; Bo C. Bertilson; Cheng Zhang 005; Hedvig Kjellström (CoRR, 2017)

A Hierarchical Grocery Store Image Dataset With Visual and Semantic Labels. - Marcus Klasson; Cheng Zhang 005; Hedvig Kjellström (WACV, 2019)

Using Variational Multi-view Learning for Classification of Grocery Items. - Marcus Klasson; Cheng Zhang 005; Hedvig Kjellström (Patterns, 2020)

Fine-Grained and Continual Visual Recognition for Assisting Visually Impaired People. - Marcus Klasson (2022)

Learn the Time to Learn: Replay Scheduling in Continual Learning. - Marcus Klasson; Hedvig Kjellström; Cheng Zhang 005 (Trans. Mach. Learn. Res., 2023)

Sources of Uncertainty in 3D Scene Reconstruction. - Marcus Klasson; Riccardo Mereu; Juho Kannala; Arno Solin (ECCV Workshops (17), 2024)

Differentially Private Continual Learning using Pre-Trained Models. - Marlon Tobaben; Marcus Klasson; Rui Li 001; Arno Solin; Antti Honkela (CoRR, 2024)

Post-hoc Probabilistic Vision-Language Models. - Anton Baumann; Rui Li 001; Marcus Klasson; Santeri Mentu; Shyamgopal Karthik; Zeynep Akata; Arno Solin; Martin Trapp 001 (CoRR, 2024)

DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering. - Yihao Wang; Marcus Klasson; Matias Turkulainen; Shuzhe Wang; Juho Kannala; Arno Solin (CVPR, 2025)

Streamlining Prediction in Bayesian Deep Learning. - Rui Li 001; Marcus Klasson; Arno Solin; Martin Trapp 001 (ICLR, 2025)

Flatness Improves Backbone Generalisation in Few-Shot Classification. - Rui Li 001; Martin Trapp 001; Marcus Klasson; Arno Solin (WACV, 2025)