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Showing results 1-18 of 18

2024
1 Trosten, Daniel Johansen; Løkse, Sigurd Eivindson; Jenssen, Robert; Kampffmeyer, Michael Christian.
Leveraging tensor kernels to reduce objective function mismatch in deep clustering. Pattern Recognition 2024 ;Volume 149. p. -
NORCE UiT NR Untitled
 
2023
2 Karlsen, Stein Rune; Trosten, Daniel Johansen; Johansen, Bernt.
Kartlegging og overvåking av reinbeiter. NORCE Norwegian Research Centre 2023 (ISBN 978-82-8408-317-9) 29 p.
NORCE Untitled
 
3 Trosten, Daniel Johansen; Chakraborty, Rwiddhi; Løkse, Sigurd Eivindson; Wickstrøm, Kristoffer; Jenssen, Robert; Kampffmeyer, Michael.
Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-shot Learning with Hyperspherical Embeddings. Computer Vision and Pattern Recognition 2023 p. 7527-7536
NR UiT Untitled
 
4 Trosten, Daniel Johansen; Løkse, Sigurd Eivindson; Jenssen, Robert; Kampffmeyer, Michael.
On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view Clustering. Computer Vision and Pattern Recognition 2023 p. 23976-23985
NR UiT Untitled
 
5 Wickstrøm, Kristoffer; Trosten, Daniel Johansen; Løkse, Sigurd Eivindson; Boubekki, Ahcene; Mikalsen, Karl Øyvind; Kampffmeyer, Michael; Jenssen, Robert.
RELAX: Representation Learning Explainability. International Journal of Computer Vision 2023 ;Volume 131.(6) p. 1584-1610
UiT Untitled
 
2022
6 Trosten, Daniel Johansen.
High-performance Computing on Betzy. Visual Intelligence Graduate School - Tromsø Gathering 2022; 2022-11-07 - 2022-11-08
UiT Untitled
 
7 Trosten, Daniel Johansen.
On the Role of Self-supervision in Deep Multi-view Clustering. Visual Intelligence Days 2022; 2022-09-28 - 2022-09-29
UiT Untitled
 
8 Trosten, Daniel Johansen.
Reconsidering Representation Alignment for Multi-View Clustering. Northern Lights Deep Learning Conference; 2022-01-11 - 2022-01-12
UiT Untitled
 
9 Trosten, Daniel Johansen; Løkse, Sigurd Eivindson; Mikalsen, Karl Øyvind; Kampffmeyer, Michael; Jenssen, Robert.
RELAX: Representation Learning Explainability. Northern Lights Deep Learning Conference; 2022-01-11 - 2022-01-12
NR UiT Untitled
 
10 Trosten, Daniel Johansen; Wickstrøm, Kristoffer; Yu, Shujian; Løkse, Sigurd Eivindson; Jenssen, Robert; Kampffmeyer, Michael.
Deep Clustering with the Cauchy-Schwarz Divergence. The AAAI-22 Workshop on Information Theory for Deep Learning (IT4DL); 2022-02-28 - 2022-02-28
UiT NR Untitled
 
11 Wickstrøm, Kristoffer Knutsen; Trosten, Daniel Johansen; Løkse, Sigurd Eivindson; Mikalsen, Karl Øyvind; Kampffmeyer, Michael; Jenssen, Robert.
RELAX: Representation Learning Explainability. Northern Lights Deep Learning Conference 2022; 2022-01-11 - 2022-01-12
UiT Untitled
 
2021
12 Trosten, Daniel Johansen; Jenssen, Robert; Kampffmeyer, Michael.
Reducing Objective Function Mismatch in Deep Clustering with the Unsupervised Companion Objective. Proceedings of the Northern Lights Deep Learning Workshop 2021 ;Volume 2.
UiT Untitled
 
13 Trosten, Daniel Johansen.
Deep Clustering. COMP-7950-T04 - Advanced Machine Learning; 2021-12-06 - 2021-12-06
UiT Untitled
 
14 Trosten, Daniel Johansen.
Reconsidering Representation Alignment for Multi-view Clustering. NOBIM 2021; 2021-09-13 - 2021-09-14
UiT Untitled
 
15 Trosten, Daniel Johansen.
Reducing Objective Function Mismatch in Deep Clustering with the Unsupervised Companion Objective. Northern Lights Deep Learning Workshop; 2021-01-18 - 2022-01-20
UiT Untitled
 
16 Trosten, Daniel Johansen; Løkse, Sigurd Eivindson; Jenssen, Robert; Kampffmeyer, Michael.
Reconsidering Representation Alignment for Multi-View Clustering. Computer Vision and Pattern Recognition 2021 p. 1255-1265
UiT Untitled
 
2019
17 Trosten, Daniel Johansen; Sharma, Puneet.
Unsupervised Feature Extraction – A CNN-Based Approach. I: 21st Scandinavian Conference on Image Analysis, SCIA 2019. Springer 2019 ISBN 978-3-030-20205-7. p. 197-208
UiT Untitled
 
18 Trosten, Daniel Johansen; Strauman, Andreas Storvik; Kampffmeyer, Michael C.; Jenssen, Robert.
Recurrent Deep Divergence-based Clustering for Simultaneous Feature Learning and Clustering of Variable Length Time Series. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing 2019 ;Volume 2019-May. p. 3257-3261
UiT Untitled