Daniel Johansen Trosten
Researcher
dtro@norceresearch.no
+47 56 10 78 60
Tromsø Forskningspark, Sykehusvn 23, 9019 Tromsø
Publications
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Academic articleHubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-shot Learning with Hyperspherical Embeddings– Computer Vision and Pattern Recognition 2023
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Academic articleOn the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view Clustering– Computer Vision and Pattern Recognition 2023
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Academic articleRELAX: Representation Learning Explainability– International Journal of Computer Vision 2023
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Conference lectureHigh-performance Computing on Betzy– Visual Intelligence Graduate School - Tromsø Gathering 2022 2022
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Conference lectureDeep Clustering with the Cauchy-Schwarz Divergence– The AAAI-22 Workshop on Information Theory for Deep Learning (IT4DL) 2022
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Conference lectureDeep Clustering– COMP-7950-T04 - Advanced Machine Learning 2021
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Conference lectureReducing Objective Function Mismatch in Deep Clustering with the Unsupervised Companion Objective– Northern Lights Deep Learning Workshop 2021
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Conference lectureReconsidering Representation Alignment for Multi-view Clustering– NOBIM 2021 2021
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Academic articleReconsidering Representation Alignment for Multi-View Clustering– Computer Vision and Pattern Recognition 2021
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Academic articleReducing Objective Function Mismatch in Deep Clustering with the Unsupervised Companion Objective– Proceedings of the Northern Lights Deep Learning Workshop 2021
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Academic articleRecurrent 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
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Academic chapterUnsupervised Feature Extraction – A CNN-Based Approach– 2019
