Dominik Rivoir

Joined

October 2022

Names

Dominik Rivoir (Preferred)

Emails

****@nct-dresden.de (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.de)

2024 – 2025

PhD student

National Center for Tumor Diseases, Dresden (nct-dresden.de)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Stefanie Speidel

2019 – Present

Coauthor

Jürgen Weitz

2019 – Present

Social

Lena Maier-Hein

2019 – Present

Social

Stefan Gumhold

2019 – Present

Coauthor

Fiona R. Kolbinger

2019 – Present

Expertise

Video Understanding

Present

Neural Rendering

Present

Image synthesis/translation

Present

Surgical Workflow Analysis

Present

Batch Normalization

Present

Medical Computer Vision

Present

Publications

On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis
Dominik Rivoir, Isabel Funke, Stefanie Speidel
- 06 Nov 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition
Isabel Funke, Dominik Rivoir, Stefanie Krell, Stefanie Speidel
- Published: 01 Jan 2023, Last Modified: 26 Mar 2024
- CoRR 2023
- Readers: Everyone
Metrics Matter in Surgical Phase Recognition
Isabel Funke, Dominik Rivoir, Stefanie Speidel
- Published: 01 Jan 2023, Last Modified: 26 Mar 2024
- CoRR 2023
- Readers: Everyone
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
- Published: 01 Jan 2023, Last Modified: 26 Mar 2024
- CoRR 2023
- Readers: Everyone
Long-Term Temporally Consistent Unpaired Video Translation from Simulated Surgical 3D Data
Dominik Rivoir, Micha Pfeiffer, Reuben Docea, Fiona Kolbinger, Carina Riediger, Jürgen Weitz, Stefanie Speidel
- 2021 (modified: 20 Oct 2022)
- ICCV 2021
- Readers: Everyone
Rethinking Anticipation Tasks: Uncertainty-Aware Anticipation of Sparse Surgical Instrument Usage for Context-Aware Assistance
Dominik Rivoir, Sebastian Bodenstedt, Isabel Funke, Felix von Bechtolsheim, Marius Distler, Jürgen Weitz, Stefanie Speidel
- 2020 (modified: 20 Oct 2022)
- MICCAI (3) 2020
- Readers: Everyone
Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration
Dominik Rivoir, Sebastian Bodenstedt, Felix von Bechtolsheim, Marius Distler, Jürgen Weitz, Stefanie Speidel
- 2019 (modified: 20 Oct 2022)
- OR/MLCN@MICCAI 2019
- Readers: Everyone
Active learning using deep Bayesian networks for surgical workflow analysis
Sebastian Bodenstedt, Dominik Rivoir, Alexander Jenke, Martin Wagner, Michael Breucha, Beat P. Müller-Stich, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel
- 2019 (modified: 20 Oct 2022)
- Int. J. Comput. Assist. Radiol. Surg. 2019
- Readers: Everyone

Dominik Rivoir

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors