Ksenia Konyushkova
PhD student in the Computer Vision Lab at EPFL focusing on active learning and annotation-efficiency research, including data-driven active learning strategies and intelligent annotation dialogs.
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Mar 5, 2018 • 32min
Learning Active Learning with Ksenia Konyushkova - TWiML Talk #116
Ksenia Konyushkova, PhD student at EPFL focusing on active learning and annotation-efficiency. She discusses training models to choose which unlabeled examples most improve learning. Short simulations and real-data tests, strategies for hard checkerboard-like problems, smart bounding-box and segmentation workflows, and ways to speed human annotation with adaptive dialogs and batching.
