Florian Graf
7 papers
· 2020–2024
· 2 conferences
· across top CS/AI conferences
Achievements
π
Cross-Pollinator
(8)
π
Conference Polyglot
(2)
π£
Hot Topic Early Bird
π§
Keyword Pioneer
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(22)
π₯
Unstoppable
(5)
Conferences
NIPS (4)
ICML (3)
Top co-authors
Keywords
persistent homology
(3)
neural network
(3)
topological data analysis
(2)
topological feature
(2)
graph classification
(1)
attention mechanism
(1)
learning theory
(1)
convolutional neural network
(1)
variational inference
(1)
neural network optimization
(1)
time series
(1)
time series forecasting
(1)
rademacher complexity
(1)
supervised contrastive learning
(1)
latent variable model
(1)
generalization bound
(1)
latent dynamical model
(1)
dynamical system
(1)
point cloud
(1)
sequence modeling
(1)
Papers
Neural Persistence Dynamics
NIPS 2024
Latent SDEs on Homogeneous Spaces
NIPS 2023
Topologically Densified Distributions
ICML 2020
Graph Filtration Learning
ICML 2020