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Sigurd Løkse | Researchclopedia

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Sigurd Løkse

NORCE Research AS ORCID

33

Works

378

Citations

9

h-index

9

i10-index

Research Topics

Face and Expression Recognition Neural Networks and Applications Domain Adaptation and Few-Shot Learning

Affiliations

Centre for Arctic Gas Hydrate, Environment and Climate2017–2017

NORCE Research AS2023–2025

UiT The Arctic University of Norway2015–2023

Top Works

Deep divergence-based approach to clustering

Michael Kampffmeyer,Sigurd Løkse,et al.

201976 citations

Generative Adversarial Networks and Image Synthesis

Advanced Clustering Algorithms Research

On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view Clustering

Daniel J. Trosten,Sigurd Løkse,et al.

202351 citations

Robust clustering using a kNN mode seeking ensemble

Jonas Nordhaug Myhre,Karl Øyvind Mikalsen,et al.

201749 citations

SEN: A Novel Feature Normalization Dissimilarity Measure for Prototypical Few-Shot Learning Networks

Van Nhan Nguyen,Sigurd Løkse,et al.

202040 citations

Information Plane Analysis of Deep Neural Networks via Matrix-Based Renyi's Entropy and Tensor Kernels

Kristoffer Wickstrøm,Sigurd Løkse,et al.

201923 citations

The deep kernelized autoencoder

Michael Kampffmeyer,Sigurd Løkse,et al.

201821 citations

Reservoir Computing Approaches for Representation and Classification of Multivariate Time Series

Filippo Maria Bianchi,Simone Scardapane,et al.

202020 citations

Deep Kernelized Autoencoders

Michael Kampffmeyer,Sigurd Løkse,et al.

201716 citations

RELAX: Representation Learning Explainability

Kristoffer Wickstrøm,Daniel J. Trosten,et al.

202312 citations