Sigurd Løkse
4 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌱
Topic Pioneer
Top co-authors
Research topics
Keywords
representation learning
(3)
contrastive learning
(1)
metric learning
(1)
adversarial robustness
(1)
few-shot learning
(1)
variational inference
(1)
information bottleneck
(1)
self-supervised learning
(1)
deep clustering
(1)
nearest neighbor
(1)
mutual information
(1)
distance-based classification
(1)
hubness problem
(1)
hyperspherical embedding
(1)
transductive few-shot learning
(1)
deep multi-view
(1)
multi-view clustering
(1)
cluster separability
(1)
Papers
Cauchy-Schwarz Divergence Information Bottleneck for Regression
ICLR 2024
Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-Shot Learning With Hyperspherical Embeddings
CVPR 2023
On the Effects of Self-Supervision and Contrastive Alignment in Deep Multi-View Clustering
CVPR 2023
SEN: A Novel Feature Normalization Dissimilarity Measure for Prototypical Few-Shot Learning Networks
ECCV 2020