Danush Kumar Venkatesh

13 papers A 1Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models. WACV Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Stefanie Speidel
2025	—	`conf`	Mission Balance: Generating Under-Represented Class Samples Using Video Diffusion Models. MICCAI (11) Danush Kumar Venkatesh, Isabel Funke, Micha Pfeiffer, Fiona R. Kolbinger, Hanna Maria Schmeiser, Marius Distler, Jürgen Weitz, Stefanie Speidel
2025	J	`jnl`	Mission Balance: Generating Under-represented Class Samples using Video Diffusion Models. CoRR Danush Kumar Venkatesh, Isabel Funke, Micha Pfeiffer, Fiona R. Kolbinger, Hanna Maria Schmeiser, Jürgen Weitz, Marius Distler, Stefanie Speidel
2025	J	`jnl`	Mitigating Surgical Data Imbalance with Dual-Prediction Video Diffusion Model. CoRR Danush Kumar Venkatesh, Adam Schmidt, Muhammad Abdullah Jamal, Omid Mohareri
2025	J	`jnl`	Towards Application Aligned Synthetic Surgical Image Synthesis. CoRR Danush Kumar Venkatesh, Stefanie Speidel
2024	J	`jnl`	AIxSuture: vision-based assessment of open suturing skills. Int. J. Comput. Assist. Radiol. Surg. 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
2024	J	`jnl`	Exploring semantic consistency in unpaired image translation to generate data for surgical applications. Int. J. Comput. Assist. Radiol. Surg. Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Marius Distler, Jürgen Weitz, Stefanie Speidel
2024	—	`conf`	SurgicaL-CD: Generating Surgical Images via Unpaired Image Translation with Latent Consistency Diffusion Models. ECCV Workshops (20) Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Stefanie Speidel
2024	J	`jnl`	SurgicaL-CD: Generating Surgical Images via Unpaired Image Translation with Latent Consistency Diffusion Models. CoRR Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Stefanie Speidel
2024	J	`jnl`	Synthesizing Multi-Class Surgical Datasets with Anatomy-Aware Diffusion Models. CoRR Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Stefanie Speidel
2023	J	`jnl`	Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical Applications. CoRR Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Marius Distler, Jürgen Weitz, Stefanie Speidel
2022	J	`jnl`	Detecting Adversarial Examples in Batches - a geometrical approach. CoRR Danush Kumar Venkatesh, Peter Steinbach
2022	J	`jnl`	Power analysis of several normality tests: A Monte Carlo simulation study. Commun. Stat. Simul. Comput. Danush Kumar Venkatesh, Ananda B. W. Manage, Stephen M. Scariano