Christoph Peter Balada

According to our database, Christoph Peter Balada authored at least 16 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

The Sound of Death: Deep Learning Reveals Vascular Damage from Carotid Ultrasound.

Christoph Balada, Aida Romano-Martinez, Payal Varshney, 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, February, 2026

2025

LD-ViCE: Latent Diffusion Model for Video Counterfactual Explanations.

Payal Varshney, Adriano Lucieri, Christoph Balada, Sheraz Ahmed, Andreas Dengel

CoRR, September, 2025

Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering.

Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed

CoRR, May, 2025

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

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

Proceedings of the Medical Image Understanding and Analysis - 29th Annual Conference, 2025

2024

Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery.

Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

ROCOv2: Radiology Objects in COntext Version 2, An Updated Multimodal Image Dataset.

Johannes Rückert, Christoph Balada, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia S. Schmidt, Sven Koitka, Obioma Pelka, Asma Ben Abacha, Alba Garcia Seco de Herrera, Henning Müller, Peter A. Horn, Felix Nensa, Christoph M. Friedrich

Dataset, November, 2023

FiN-2: Larg-Scale Powerline Communication Dataset (Pt.4).

Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek

Dataset, September, 2023

FiN-2: Larg-Scale Powerline Communication Dataset (Pt.3).

Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek

Dataset, September, 2023

FiN-2: Larg-Scale Powerline Communication Dataset (Pt.2).

Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek

Dataset, September, 2023

FiN-2: Larg-Scale Powerline Communication Dataset (Pt.1).

Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek

Dataset, September, 2023

2022

FiN: A Smart Grid and Powerline Communication Dataset.

Christoph Balada, Sheraz Ahmed, Andreas Dengel, Max Bondorf, Nikolai Hopfer, Markus Zdrallek

Dataset, February, 2022

FiN: A Smart Grid and Power Line Communication Dataset.

Christoph Peter Balada, Sheraz Ahmed, Andreas Dengel, Max Bondorf, Nikolai Hopfer, Markus Zdrallek

CoRR, 2022

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

Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

2021

Leveraging Reinforcement Learning for evaluating Robustness of KNN Search Algorithms.

Pramod Vadiraja, Christoph Peter Balada

CoRR, 2021

Evaluation of Transfer Learning for Visual Road Condition Assessment.

Christoph Balada, Markus Eisenbach, Horst-Michael Gross

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021