10 citations · 11 across the 2 of their papers we have counts for
3 papers · 1 filter
Towards Robust Object Detection: Bayesian RetinaNet for Homoscedastic Aleatoric Uncertainty Modeling
Natalia Khanzhina, Alexey Lapenok, Andrey Filchenkov
According to recent studies, commonly used computer vision datasets contain about 4% of label errors. For example, the COCO dataset is known for its high level of noise in data lab…
Realistic text replacement with non-uniform style conditioning
Arseny Nerinovsky, Igor Buzhinsky, Andey Filchencov
In this work, we study the possibility of realistic text replacement, the goal of which is to replace text present in the image with user-supplied text. The replacement should be p…
Learning to Generate Chairs with Generative Adversarial Nets
Evgeny Zamyatin, Andrey Filchenkov
Generative adversarial networks (GANs) has gained tremendous popularity lately due to an ability to reinforce quality of its predictive model with generated objects and the quality…