Florian Graf
7 papers · 2020–2024 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Core Methods
(5)
Optimization & Theory · Machine Learning
(5)
Architectures
(4)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Mathematics
(2)
Methods
(2)
Application Areas
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
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
NeurIPS 2024
Latent SDEs on Homogeneous Spaces
NeurIPS 2023
On Measuring Excess Capacity in Neural Networks
NeurIPS 2022
Dissecting Supervised Contrastive Learning
ICML 2021
Topological Attention for Time Series Forecasting
NeurIPS 2021
Graph Filtration Learning
ICML 2020
Topologically Densified Distributions
ICML 2020