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Dominik Rivoir

Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical Applications

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Sep 11, 2023
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TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition

Jul 19, 2023
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Metrics Matter in Surgical Phase Recognition

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May 23, 2023
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On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis

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Mar 15, 2022
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Long-Term Temporally Consistent Unpaired Video Translation from Simulated Surgical 3D Data

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Mar 31, 2021
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Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance

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Jul 16, 2020
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Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration

Feb 26, 2020
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Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis

Nov 08, 2018
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