Search Results for author: Yoav Alon

Found 4 papers, 1 papers with code

Using Graph Neural Networks for Program Termination

no code implementations28 Jul 2022 Yoav Alon, Cristina David

Instead of aiming for rigorous guarantees that can be interpreted by solvers, our objective is to provide an estimation of a program's termination behavior and of the likely reason for nontermination (when applicable) that a programmer can use for debugging purposes.

Graph Attention Segmentation +1

Neuroplastic graph attention networks for nuclei segmentation in histopathology images

no code implementations10 Jan 2022 Yoav Alon, Huiyu Zhou

The architecture is comprised of a novel neuroplastic graph attention network based on residual graph attention layers and concurrent optimization of the graph structure representing multiple magnification levels of the histopathological image.

Graph Attention Segmentation +1

Synthetic Generation of Three-Dimensional Cancer Cell Models from Histopathological Images

no code implementations26 Jan 2021 Yoav Alon, Xiang Yu, Huiyu Zhou

Synthetic generation of three-dimensional cell models from histopathological images aims to enhance understanding of cell mutation, and progression of cancer, necessary for clinical assessment and optimal treatment.

Image Registration Style Transfer

Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Coordination by Multi-Critic Policy Gradient Optimization

1 code implementation31 Dec 2020 Yoav Alon, Huiyu Zhou

Recent technological progress in the development of Unmanned Aerial Vehicles (UAVs) together with decreasing acquisition costs make the application of drone fleets attractive for a wide variety of tasks.

Collision Avoidance Management +3

Cannot find the paper you are looking for? You can Submit a new open access paper.