Danush Kumar Venkatesh

According to our database, Danush Kumar Venkatesh authored at least 8 papers between 2022 and 2025.

Collaborative distances:

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

2025

Mission Balance: Generating Under-represented Class Samples using Video Diffusion Models.

Danush Kumar Venkatesh, Isabel Funke, Micha Pfeiffer, Fiona R. Kolbinger, Hanna Maria Schmeiser, Jürgen Weitz, Marius Distler, Stefanie Speidel

CoRR, May, 2025

Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models.

Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Stefanie Speidel

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Exploring semantic consistency in unpaired image translation to generate data for surgical applications.

Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Marius Distler, Jürgen Weitz, Stefanie Speidel

Int. J. Comput. Assist. Radiol. Surg., June, 2024

AIxSuture: vision-based assessment of open suturing skills.

Hanna Hoffmann, Isabel Funke, Philipp Peters, Danush Kumar Venkatesh, Jan Egger, Dominik Rivoir, Rainer Röhrig, Frank Hölzle, Sebastian Bodenstedt, Marie-Christin Willemer, Stefanie Speidel, Behrus Puladi

Int. J. Comput. Assist. Radiol. Surg., June, 2024

Synthesizing Multi-Class Surgical Datasets with Anatomy-Aware Diffusion Models.

Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Stefanie Speidel

CoRR, 2024

SurgicaL-CD: Generating Surgical Images via Unpaired Image Translation with Latent Consistency Diffusion Models.

Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Stefanie Speidel

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

2022

Power analysis of several normality tests: A Monte Carlo simulation study.

Danush Kumar Venkatesh, Ananda B. W. Manage, Stephen M. Scariano

Commun. Stat. Simul. Comput., 2022

Detecting Adversarial Examples in Batches - a geometrical approach.

Danush Kumar Venkatesh, Peter Steinbach

CoRR, 2022