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Denis Krompaß
Researcher, Siemens Technology
Joined
May 2021
Names
Denis Krompaß
(Preferred)
,
Denis Krompass
Emails
****@campus.lmu.de
(Confirmed)
,
****@siemens.com
(Confirmed)
Personal Links
Google Scholar
DBLP
LinkedIn
Career & Education History
Researcher
Siemens Technology
(siemens.com)
2015
–
Present
Advisors, Relations & Conflicts
PhD Advisor
Volker Tresp
2015
–
2023
Expertise
Domain Generalisation
2019
–
Present
Meta-Learning
2018
–
Present
Few-Shot Learning
2018
–
Present
Federated Learning
2018
–
Present
Deep Learning
2014
–
Present
Transfer Learning
2014
–
Present
Publications
Does Machine Unlearning Truly Remove Knowledge?
Haokun Chen
,
Yueqi Zhang
,
Yuan Bi
,
Yao Zhang
,
Tong Liu
,
Jinhe Bi
,
Jian Lan
,
Claudia Grosser
,
Denis Krompaß
,
Jindong Gu
,
Nassir Navab
,
Volker Tresp
NeurIPS Lock-LLM Workshop 2025 Poster
Readers:
Everyone
FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models
Haokun Chen
,
Hang Li
,
Yao Zhang
,
Jinhe Bi
,
Gengyuan Zhang
,
Philip Torr
,
Jindong Gu
,
Denis Krompaß
,
Volker Tresp
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
FedPop: Federated Population-based Hyperparameter Tuning
Haokun Chen
,
Denis Krompaß
,
Jindong Gu
,
Volker Tresp
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning
Haokun Chen
,
Yao Zhang
,
Denis Krompass
,
Jindong Gu
,
Volker Tresp
Published: 01 Jan 2023, Last Modified: 05 Nov 2023
CoRR 2023
Readers:
Everyone
FedPop: Federated Population-based Hyperparameter Tuning
Haokun Chen
,
Denis Krompass
,
Jindong Gu
,
Volker Tresp
Published: 01 Jan 2023, Last Modified: 05 Nov 2023
CoRR 2023
Readers:
Everyone
FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation
Haokun Chen
,
Ahmed Frikha
,
Denis Krompass
,
Volker Tresp
2022 (modified: 25 Oct 2022)
CoRR 2022
Readers:
Everyone
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering
Yao Zhang
,
Haokun Chen
,
Ahmed Frikha
,
Yezi Yang
,
Denis Krompass
,
Gengyuan Zhang
,
Jindong Gu
,
Volker Tresp
Published: 01 Jan 2022, Last Modified: 03 Nov 2023
CoRR 2022
Readers:
Everyone
Towards Data-Free Domain Generalization
Ahmed Frikha
,
Haokun Chen
,
Denis Krompaß
,
Thomas A. Runkler
,
Volker Tresp
Published: 01 Jan 2022, Last Modified: 05 Nov 2023
ACML 2022
Readers:
Everyone
Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption
Ahmed Frikha
,
Denis Krompaß
,
Volker Tresp
Published: 01 Jan 2022, Last Modified: 06 Nov 2023
ICPR 2022
Readers:
Everyone
Towards Data-Free Domain Generalization
Ahmed Frikha
,
Haokun Chen
,
Denis Krompaß
,
Thomas Runkler
,
Volker Tresp
Published: 02 Dec 2021, Last Modified: 04 May 2025
NeurIPS 2021 Workshop DistShift Poster
Readers:
Everyone
View all 32 publications
Co-Authors
Ahmed Frikha
Ariane Boehm
Burkhard Rost
Cedric Landerer
Christian Schaefer
Claudia Grosser
Cristóbal Esteban
Danilo Schmidt
Dominik Achten
Esmeralda Vicedo
Florian Auer
Gengyuan Zhang
Hang Li
Hans-Georg Köpken
Haokun Chen
Jian Lan
Jindong Gu
Jinhe Bi
Manfred Roos
Mark Heron
Martin Sedlmayr
Maximilian Hecht
Maximilian Nickel
Michael Kiening
Nassir Navab
View all 46 co-authors