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2020 – today
- 2024
[j2]Daniel J. Trosten
, Sigurd Løkse, Robert Jenssen, Michael Kampffmeyer:
Leveraging tensor kernels to reduce objective function mismatch in deep clustering. Pattern Recognit. 149: 110229 (2024)- 2023
- [j1]Kristoffer K. Wickstrøm, Daniel J. Trosten, Sigurd Løkse, Ahcène Boubekki, Karl Øyvind Mikalsen, Michael C. Kampffmeyer, Robert Jenssen:
RELAX: Representation Learning Explainability. Int. J. Comput. Vis. 131(6): 1584-1610 (2023) - [c7]Daniel J. Trosten, Rwiddhi Chakraborty, Sigurd Løkse, Kristoffer Knutsen Wickstrøm, Robert Jenssen, Michael C. Kampffmeyer:
Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-Shot Learning with Hyperspherical Embeddings. CVPR 2023: 7527-7536 - [c6]Daniel J. Trosten, Sigurd Løkse, Robert Jenssen, Michael C. Kampffmeyer:
On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view Clustering. CVPR 2023: 23976-23985 - [c5]Daniel J. Trosten:
Questionable Practices in Methodological Deep Learning Research. NLDL 2023 - [i6]Daniel J. Trosten, Rwiddhi Chakraborty, Sigurd Løkse, Kristoffer Knutsen Wickstrøm, Robert Jenssen, Michael C. Kampffmeyer:
Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-shot Learning with Hyperspherical Embeddings. CoRR abs/2303.09352 (2023) - [i5]Daniel J. Trosten, Sigurd Løkse, Robert Jenssen, Michael C. Kampffmeyer:
On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view Clustering. CoRR abs/2303.09877 (2023) - 2021
- [c4]Daniel J. Trosten, Sigurd Løkse, Robert Jenssen, Michael Kampffmeyer:
Reconsidering Representation Alignment for Multi-View Clustering. CVPR 2021: 1255-1265 - [c3]Daniel J. Trosten, Robert Jenssen, Michael C. Kampffmeyer:
Reducing Objective Function Mismatch in Deep Clustering with the Unsupervised Companion Objective. NLDL 2021 - [i4]Daniel J. Trosten, Sigurd Løkse, Robert Jenssen, Michael Kampffmeyer:
Reconsidering Representation Alignment for Multi-view Clustering. CoRR abs/2103.07738 (2021) - [i3]Kristoffer K. Wickstrøm, Daniel J. Trosten, Sigurd Løkse, Karl Øyvind Mikalsen, Michael C. Kampffmeyer, Robert Jenssen:
RELAX: Representation Learning Explainability. CoRR abs/2112.10161 (2021) - 2020
- [i2]Daniel J. Trosten, Michael C. Kampffmeyer, Robert Jenssen:
Deep Image Clustering with Tensor Kernels and Unsupervised Companion Objectives. CoRR abs/2001.07026 (2020)
2010 – 2019
- 2019
- [c2]Daniel J. Trosten, Andreas Storvik Strauman, Michael Kampffmeyer, Robert Jenssen:
Recurrent Deep Divergence-based Clustering for Simultaneous Feature Learning and Clustering of Variable Length Time Series. ICASSP 2019: 3257-3261 - [c1]Daniel J. Trosten, Puneet Sharma:
Unsupervised Feature Extraction - A CNN-Based Approach. SCIA 2019: 197-208 - 2018
- [i1]Daniel J. Trosten, Andreas Storvik Strauman, Michael Kampffmeyer, Robert Jenssen:
Recurrent Deep Divergence-based Clustering for simultaneous feature learning and clustering of variable length time series. CoRR abs/1811.12050 (2018)
Coauthor Index
aka: Michael C. Kampffmeyer
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