137 citations · 296 across the 15 of their papers we have counts for
5 papers · 1 filter
Vision-Language Models as Success Detectors
Yuqing Du, Ksenia Konyushkova, Misha Denil +5
Detecting successful behaviour is crucial for training intelligent agents. As such, generalisable reward models are a prerequisite for agents that can learn to generalise their beh…
Learning Intelligent Dialogs for Bounding Box Annotation
Ksenia Konyushkova, Jasper Uijlings, Christoph Lampert +1
We introduce Intelligent Annotation Dialogs for bounding box annotation. We train an agent to automatically choose a sequence of actions for a human annotator to produce a bounding…
Geometry in Active Learning for Binary and Multi-class Image Segmentation
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
We propose an active learning approach to image segmentation that exploits geometric priors to speed up and streamline the annotation process. It can be applied for both background…
God(s) Know(s): Developmental and Cross-Cultural Patterns in Children Drawings
Ksenia Konyushkova, Nikolaos Arvanitopoulos, Zhargalma Dandarova Robert +2
This paper introduces a novel approach to data analysis designed for the needs of specialists in psychology of religion. We detect developmental and cross-cultural patterns in chil…
Introducing Geometry in Active Learning for Image Segmentation
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
We propose an Active Learning approach to training a segmentation classifier that exploits geometric priors to streamline the annotation process in 3D image volumes. To this end, w…