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08/19/2021
FSNet: A Failure Detection Framework for Semantic Segmentation
Semantic segmentation is an important task that helps autonomous vehicle...
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01/05/2021
Run-Time Monitoring of Machine Learning for Robotic Perception: A Survey of Emerging Trends
As deep learning continues to dominate all state-of-the-art computer vis...
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11/16/2020
Online Monitoring of Object Detection Performance Post-Deployment
Post-deployment, an object detector is expected to operate at a similar ...
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09/18/2020
Performance Monitoring of Object Detection During Deployment
Performance monitoring of object detection is crucial for safety-critica...
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03/15/2019
