Seuraa
Marcus Klasson
Marcus Klasson
Postdoctoral Researcher, Aalto University
Vahvistettu sähköpostiosoite verkkotunnuksessa aalto.fi - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
A hierarchical grocery store image dataset with visual and semantic labels
M Klasson, C Zhang, H Kjellström
2019 IEEE winter conference on applications of computer vision (WACV), 491-500, 2019
762019
Using variational multi-view learning for classification of grocery items
M Klasson, C Zhang, H Kjellström
Patterns 1 (8), 2020
132020
Learn the time to learn: Replay scheduling in continual learning
M Klasson, H Kjellström, C Zhang
arXiv preprint arXiv:2209.08660, 2022
102022
Conjugate-prior-regularized multinomial pLSA for collaborative filtering
M Klasson, SI Adalbjörnsson, J Swärd, SV Andersen
2017 25th European Signal Processing Conference (EUSIPCO), 2501-2505, 2017
42017
Streamlining Prediction in Bayesian Deep Learning
R Li, M Klasson, A Solin, M Trapp
arXiv preprint arXiv:2411.18425, 2024
22024
Sources of Uncertainty in 3D Scene Reconstruction
M Klasson, R Mereu, J Kannala, A Solin
arXiv preprint arXiv:2409.06407, 2024
22024
Causality refined diagnostic prediction
M Klasson, K Zhang, BC Bertilson, C Zhang, H Kjellström
arXiv preprint arXiv:1711.10915, 2017
22017
Post-hoc Probabilistic Vision-Language Models
A Baumann, R Li, M Klasson, S Mentu, S Karthik, Z Akata, A Solin, ...
arXiv preprint arXiv:2412.06014, 2024
2024
DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering
Y Wang, M Klasson, M Turkulainen, S Wang, J Kannala, A Solin
arXiv preprint arXiv:2411.19756, 2024
2024
Differentially Private Continual Learning using Pre-Trained Models
M Tobaben, M Klasson, R Li, A Solin, A Honkela
arXiv preprint arXiv:2411.04680, 2024
2024
Flatness Improves Backbone Generalisation in Few-shot Classification
R Li, M Trapp, M Klasson, A Solin
arXiv preprint arXiv:2404.07696, 2024
2024
Fine-Grained and Continual Visual Recognition for Assisting Visually Impaired People
M Klasson
KTH Royal Institute of Technology, 2022
2022
Probabilistic Active Few-Shot Learning in Vision-Language Models
A Baumann, M Klasson, R Li, A Solin, M Trapp
Workshop on Responsibly Building the Next Generation of Multimodal …, 0
Posterior Inferred, Now What? Streamlining Prediction in Bayesian Deep Learning
R Li, M Klasson, A Solin, M Trapp
NeurIPS 2024 Workshop on Bayesian Decision-making and Uncertainty, 0
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Artikkelit 1–14