Sigurd Løkse
4 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
🌱
Topic Pioneer
Conferences
CVPR (2)
ECCV (1)
ICLR (1)
Top co-authors
Research topics
Keywords
representation learning
(2)
contrastive learning
(1)
metric learning
(1)
few-shot learning
(1)
self-supervised learning
(1)
deep clustering
(1)
nearest neighbor
(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