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05/11/2023
Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge
The ability to automatically detect and track surgical instruments in en...
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08/04/2022
Surgical Skill Assessment via Video Semantic Aggregation
Automated video-based assessment of surgical skills is a promising task ...
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07/23/2022
CompNVS: Novel View Synthesis with Scene Completion
We introduce a scalable framework for novel view synthesis from RGB-D im...
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09/01/2021
Spatio-Temporal Perturbations for Video Attribution
The attribution method provides a direction for interpreting opaque neur...
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05/01/2020
A Comprehensive Study on Visual Explanations for Spatio-temporal Networks
Identifying and visualizing regions that are significant for a given dee...
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01/09/2019
Manipulation-skill Assessment from Videos with Spatial Attention Network
Recent advances in computer vision have made it possible to automaticall...
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01/07/2019
Mutual Context Network for Jointly Estimating Egocentric Gaze and Actions
In this work, we address two coupled tasks of gaze prediction and action...
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03/24/2018