7+ years of experience as a Computer Vision Software Engineer | Master's degree in Control Theory | PhD in Machine learning |
Currently developing data-efficient deep learning solutions, such as Active learning and Adaptive Semi-Supervised Video Object Segmentation.
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Here are some report and papers I currently work or have worked on.
Under Development Semi-Supervised Video Object Segmentation
Under development Domain shifts in Machine Learning
AWUS: Active learning via adaptive weighted uncertainty sampling applied to additive manufacturing
CAMO: Calibration of Laser Triangulation based Vision Systems under Motion
VBGT: Vision-based Deposition Geometry Detection