Søren Hauberg

Søren Hauberg

Professor

DTU COMPUTE
Institut for Matematik og Computer Science

Danmarks Tekniske Universitet

Richard Petersens Plads

Bygning 321, rum 009

2800 Kgs. Lyngby

Hjemmeside

Få tilsendt vCard på e-mail.

Publikationer
Projekter
Kurser
Loading

Publikationer rss feed

2020
  PDF

Intrinsic Grassmann Averages for Online Linear, Robust and Nonlinear Subspace Learning

Chakraborty, Rudrasis ; Yang, Liu ; Hauberg, Søren ; Vemuri, Baba
in: IEEE Transactions on Pattern Analysis and Machine Intelligence

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    År: 2020     |    DOI: https://doi.org/10.1109/TPAMI.2020.2992392

  PDF

Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition

Warburg, Frederik Rahbæk ; Hauberg, Søren ; Lopez-Antequera, Manuel ; Gargallo, Pau ; Kuang, Yubin ; Civera, Javier
part of: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition 2020, 2020, IEEE
Presented at:
IEEE Conference on Computer Vision and Pattern Recognition 2020

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2020

2019
  PDF

Explicit Disentanglement of Appearance and Perspective in Generative Models

Detlefsen, Nicki Skafte ; Hauberg, Søren
part of: Proceedings of 33rd Conference on Neural Information Processing Systems, 2019
Presented at:
33rd Conference on Neural Information Processing Systems

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2019

  PDF

Fast and Robust Shortest Paths on Manifolds Learned from Data

Arvanitidis, Georgios ; Hauberg, Søren ; Hennig, Philipp ; Schober, Michael
part of: Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, pages: 1506-1515, 2019
Presented at:
22nd International Conference on Artificial Intelligence and Statistics

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2019

  PDF

Probabilistic Riemannian submanifold learning with wrapped Gaussian process latent variable models

Mallasto, Anton ; Hauberg, Søren ; Feragen, Aasa
part of: Proceedings of Machine Learning Research, pages: 2368-2377, 2019, Microtome Publishing
Presented at:
22nd International Conference on Artificial Intelligence and Statistics

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2019

  PDF

Reliable training and estimation of variance networks

Detlefsen, Nicki Skafte ; Jørgensen, Martin ; Hauberg, Søren
part of: Proceedings of 33rd Conference on Neural Information Processing Systems, 2019
Presented at:
33rd Conference on Neural Information Processing Systems

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2019

2018
  PDF

Directional Statistics with the Spherical Normal Distribution

Hauberg, Søren
part of: Proceedings of 2018 21st International Conference on Information Fusion, FUSION 2018, pages: 704-711, 2018, IEEE
Presented at:
2018 21st International Conference on Information Fusion

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2018     |    DOI: https://doi.org/10.23919/ICIF.2018.8455242

  PDF

Latent space oddity

Arvanitidis, Georgios ; Hansen, Lars Kai ; Hauberg, Søren
part of: Proceedings of International Conference on Learning Representations, 2019
Presented at:
6th International Conference on Learning Representations, ICLR 2018

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2018

  PDF

Deep Diffeomorphic Transformer Networks

Detlefsen, Nicki Skafte ; Freifeld, Oren ; Hauberg, Søren
part of: Proceedings of 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages: 4403-4412, 2019, IEEE
Presented at:
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2018     |    DOI: https://doi.org/10.1109/CVPR.2018.00463

2017
  PDF

Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning

Chakraborty, Rudrasis ; Hauberg, Søren ; Vemuri, Baba C.
part of: Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, pages: 801-809, 2018, IEEE
Presented at:
2017 IEEE Conference on Computer Vision and Pattern Recognition

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2017     |    DOI: https://doi.org/10.1109/CVPR.2017.92