no code implementations • 31 Oct 2023 • Mykhailo Shvets, Dongxu Zhao, Marc Niethammer, Roni Sengupta, Alexander C. Berg
Multi-task approaches to joint depth and segmentation prediction are well-studied for monocular images.
1 code implementation • CVPR 2020 • Marc Eder, Mykhailo Shvets, John Lim, Jan-Michael Frahm
In this work, we propose "tangent images," a spherical image representation that facilitates transferable and scalable $360^\circ$ computer vision.
no code implementations • ICCV 2019 • Mykhailo Shvets, Wei Liu, Alexander C. Berg
Single-frame object detectors perform well on videos sometimes, even without temporal context.
2 code implementations • 31 May 2019 • Mariya Popova, Mykhailo Shvets, Junier Oliva, Olexandr Isayev
Designing new molecules with a set of predefined properties is a core problem in modern drug discovery and development.
Ranked #1 on Molecular Graph Generation on MOSES
52 code implementations • 10 Jan 2019 • Cheng-Yang Fu, Mykhailo Shvets, Alexander C. Berg
COCO test-dev results are up to 41. 4 mAP for RetinaMask-101 vs 39. 1mAP for RetinaNet-101, while the runtime is the same during evaluation.
Ranked #154 on Object Detection on COCO minival
1 code implementation • 13 Mar 2018 • Phil Ammirato, Cheng-Yang Fu, Mykhailo Shvets, Jana Kosecka, Alexander C. Berg
While state-of-the-art general object detectors are getting better and better, there are not many systems specifically designed to take advantage of the instance detection problem.