Roland Kwitt
23 papers
· 2015–2025
· 7 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
π§
Keyword Pioneer
π
Conference Polyglot
(7)
π
Academic Marathon
(10)
π
Cross-Pollinator
(8)
π
Renaissance Researcher
(7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(45)
π€
Dynamic Duo
(17)
π
Keyword Champion
π₯
Mega-Team
(22)
π
Century Club
(23)
ποΈ
Keyword Collector
(97)
π
Trend Setter
π
Conference Pioneer
π₯
Unstoppable
(11)
Conferences
CVPR (7)
NIPS (7)
ICML (5)
AISTATS (1)
ICCV (1)
JMLR (1)
MICCAI (1)
Top co-authors
Keywords
persistent homology
(7)
topological data analysis
(6)
neural network
(5)
image registration
(4)
representation learning
(4)
medical imaging
(2)
kernel methods
(2)
deep learning
(2)
transfer learning
(2)
ordinary differential equation
(2)
one-shot learning
(2)
feature transfer
(2)
topological feature
(2)
spatial transformation
(2)
feature learning
(2)
data augmentation
(2)
neural network optimization
(2)
persistence diagram
(2)
attention mechanism
(1)
metric learning
(1)
Papers
Neural Persistence Dynamics
NIPS 2024
Latent SDEs on Homogeneous Spaces
NIPS 2023
Graph Filtration Learning
ICML 2020
Topologically Densified Distributions
ICML 2020
A shooting formulation of deep learning
NIPS 2020
Metric Learning for Image Registration
CVPR 2019
AGA: Attribute-Guided Augmentation
CVPR 2017
Regression Uncertainty on the Grassmannian
AISTATS 2017