Soren Hauberg
13 papers · 2014–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π Conference Polyglot (4)
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(13)
π
Conference Polyglot
(4)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(76)
π
Trend Setter
π
Century Club
(13)
π₯
Unstoppable
(5)
Conferences
AISTATS (5)
CVPR (5)
ICML (2)
ICCV (1)
Top co-authors
Keywords
generative model
(4)
riemannian manifold
(4)
variational inference
(3)
dimensionality reduction
(2)
manifold learning
(2)
metric learning
(2)
gaussian process
(2)
representation learning
(2)
shortest path
(2)
latent space
(2)
riemannian geometry
(2)
principal component analysis
(2)
geometric deep learning
(1)
transformation groups
(1)
visual localization
(1)
image retrieval
(1)
transfer learning
(1)
subspace learning
(1)
exact inference
(1)
logistic regression
(1)
Papers
Adaptive Cholesky Gaussian Processes
AISTATS 2023
Pulling back information geometry
AISTATS 2022
Model-agnostic out-of-distribution detection using combined statistical tests
AISTATS 2022
Geometrically Enriched Latent Spaces
AISTATS 2021
Isometric Gaussian Process Latent Variable Model for Dissimilarity Data
ICML 2021
Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition
CVPR 2020
Variational Autoencoders with Riemannian Brownian Motion Priors
ICML 2020
Fast and Robust Shortest Paths on Manifolds Learned from Data
AISTATS 2019
Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning
CVPR 2017
Geodesic Exponential Kernels: When Curvature and Linearity Conflict
CVPR 2015
Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple
ICCV 2015
Grassmann Averages for Scalable Robust PCA
CVPR 2014
Model Transport: Towards Scalable Transfer Learning on Manifolds
CVPR 2014