Login / Signup
Felix P. Kemeth
Publication Activity (10 Years)
Years Active: 2018-2022
Publications (10 Years): 12
Top Topics
Feature Maps
Manifold Learning
Internal State
Multilabel Classification
Top Venues
CoRR
ICASSP
ACC
SIAM J. Appl. Dyn. Syst.
</>
Publications
</>
Felix P. Kemeth
,
Sergio Alonso
,
Blas Echebarria
,
Ted Moldenhawer
,
Carsten Beta
,
Ioannis G. Kevrekidis
Black and Gray Box Learning of Amplitude Equations: Application to Phase Field Systems.
CoRR
(2022)
Felix P. Kemeth
,
Tom Bertalan
,
Nikolaos Evangelou
,
Tianqi Cui
,
Saurabh Malani
,
Ioannis G. Kevrekidis
Initializing LSTM internal states via manifold learning.
CoRR
(2021)
Bernold Fiedler
,
Sindre W. Haugland
,
Felix P. Kemeth
,
Katharina Krischer
Global Heteroclinic Rebel Dynamics Among Large 2-Clusters in Permutation Equivariant Systems.
SIAM J. Appl. Dyn. Syst.
20 (3) (2021)
Hassan Arbabi
,
Felix P. Kemeth
,
Tom Bertalan
,
Ioannis G. Kevrekidis
Coarse-grained and Emergent Distributed Parameter Systems from Data.
ACC
(2021)
Faezeh Nejati Hatamian
,
Nishant Ravikumar
,
Sulaiman Vesal
,
Felix P. Kemeth
,
Matthias Struck
,
Andreas K. Maier
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks.
ICASSP
(2020)
Maximilian P. Oppelt
,
Maximilian Riehl
,
Felix P. Kemeth
,
Jan Steffan
Combining Scatter Transform and Deep Neural Networks for Multilabel Electrocardiogram Signal Classification.
CoRR
(2020)
Hassan Arbabi
,
Felix P. Kemeth
,
Tom Bertalan
,
Ioannis G. Kevrekidis
Coarse-grained and emergent distributed parameter systems from data.
CoRR
(2020)
Faezeh Nejati Hatamian
,
Nishant Ravikumar
,
Sulaiman Vesal
,
Felix P. Kemeth
,
Matthias Struck
,
Andreas Maier
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks.
CoRR
(2020)
Maximilian Seitzer
,
Andreas Foltyn
,
Felix P. Kemeth
NeurIPS 2019 Disentanglement Challenge: Improved Disentanglement through Learned Aggregation of Convolutional Feature Maps.
CoRR
(2020)
Felix P. Kemeth
,
Tom Bertalan
,
Thomas N. Thiem
,
Felix Dietrich
,
Sung Joon Moon
,
Carlo R. Laing
,
Ioannis G. Kevrekidis
Learning emergent PDEs in a learned emergent space.
CoRR
(2020)
Maximilian P. Oppelt
,
Maximilian Riehl
,
Felix P. Kemeth
,
Jan Steffan
Combining Scatter Transform and Deep Neural Networks for Multilabel Electrocardiogram Signal Classification.
CinC
(2020)
Felix P. Kemeth
,
Sindre W. Haugland
,
Felix Dietrich
,
Tom Bertalan
,
Kevin Höhlein
,
Qianxiao Li
,
Erik M. Bollt
,
Ronen Talmon
,
Katharina Krischer
,
Ioannis G. Kevrekidis
An Emergent Space for Distributed Data With Hidden Internal Order Through Manifold Learning.
IEEE Access
6 (2018)