3 papers
cs.CV2021
TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval
Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu +4
In recent years, considerable progress on the task of text-video retrieval has been achieved by leveraging large-scale pretraining on visual and audio datasets to construct powerfu…
cs.CV2018
Unsupervised learning of foreground object detection
Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu
Unsupervised learning poses one of the most difficult challenges in computer vision today. The task has an immense practical value with many applications in artificial intelligence…
cs.CV2017
Unsupervised learning from video to detect foreground objects in single images
Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu
Unsupervised learning from visual data is one of the most difficult challenges in computer vision, being a fundamental task for understanding how visual recognition works. From a p…