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Christoph Balada
Researcher, Smart Data & Knowledge Services, German Research Center for AI
Joined
July 2025
Names
Christoph Balada
(Preferred)
,
Christoph Peter Balada
Emails
****@dfki.de
(Confirmed)
Personal Links
DBLP
ORCID
Career & Education History
Researcher
Smart Data & Knowledge Services,
German Research Center for AI
(dfki.de)
2019
–
Present
Advisors, Relations & Conflicts
Coworker
Payal Varshney
2024
–
Present
Coworker
Adriano Lucieri
2019
–
Present
Coauthor
Sheraz Ahmed
2019
–
Present
PhD Advisor
Andreas Dengel
2019
–
Present
Expertise
deep learning
,
ultrasound
,
video analysis
,
computer vision
,
xai
2019
–
Present
Publications
Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering
Payal Varshney
,
Adriano Lucieri
,
Christoph Balada
,
Andreas Dengel
,
Sheraz Ahmed
CoRR 2025
Readers:
Everyone
Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage
Christoph Balada
,
Aida Romano-Martinez
,
Vincent ten Cate
,
Katharina Geschke
,
Jonas Tesarz
,
Paul Claßen
,
Alexander K. Schuster
,
Dativa Tibyampansha
,
Karl-Patrik Kresoja
,
Philipp S. Wild
,
Sheraz Ahmed
,
Andreas Dengel
CoRR 2025
Readers:
Everyone
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids
Christoph Balada
,
Max Bondorf
,
Sheraz Ahmed
,
Markus Zdrallek
,
Andreas Dengel
IEEE Access 2025
Readers:
Everyone
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery
Payal Varshney
,
Adriano Lucieri
,
Christoph Balada
,
Andreas Dengel
,
Sheraz Ahmed
CoRR 2024
Readers:
Everyone
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids
Christoph Balada
,
Max Bondorf
,
Sheraz Ahmed
,
Andreas Dengel
,
Markus Zdrallek
CoRR 2022
Readers:
Everyone
FiN: A Smart Grid and Power Line Communication Dataset
Christoph Peter Balada
,
Sheraz Ahmed
,
Andreas Dengel
,
Max Bondorf
,
Nikolai Hopfer
,
Markus Zdrallek
CoRR 2022
Readers:
Everyone
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification
Adriano Lucieri
,
Fabian Schmeisser
,
Christoph Peter Balada
,
Shoaib Ahmed Siddiqui
,
Andreas Dengel
,
Sheraz Ahmed
MIUA 2022
Readers:
Everyone
Evaluation of Transfer Learning for Visual Road Condition Assessment
Christoph Balada
,
Markus Eisenbach
,
Horst-Michael Gross
ICANN (5) 2021
Readers:
Everyone
View all 11 publications
Co-Authors
Adriano Lucieri
Aida Romano-Martinez
Alexander K. Schuster
Andreas Dengel
Dativa Tibyampansha
Fabian Schmeisser
Horst-Michael Gross
Jonas Tesarz
Karl-Patrik Kresoja
Katharina Geschke
Markus Eisenbach
Markus Zdrallek
Max Bondorf
Nikolai Hopfer
Paul Claßen
Payal Varshney
Philipp S. Wild
Pramod Vadiraja
Sheraz Ahmed
Shoaib Ahmed Siddiqui
Vincent ten Cate