Guy Rosman

Guy Rosman

Massachusetts Institute of Technology

H-index: 29

North America-United States

About Guy Rosman

Guy Rosman, With an exceptional h-index of 29 and a recent h-index of 24 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Computer vision and robotic perception, Bayesian inference, trajectory prediction.

His recent articles reflect a diverse array of research interests and contributions to the field:

Systems and methods for learning and managing robot user interfaces

Systems and methods for modeling pedestrian activity

Systems and methods for optimizing coordination and communication resources between vehicles using models

Personalizing Driver Safety Interfaces via Driver Cognitive Factors Inference

Hypergraph-Transformer (HGT) for Interactive Event Prediction in Laparoscopic and Robotic Surgery

Interpretation of intraoperative sensor data using concept graph neural networks

Systems and methods for multiple algorithm selection

Blending Data-Driven Priors in Dynamic Games

Guy Rosman Information

University

Position

___

Citations(all)

3846

Citations(since 2020)

3159

Cited By

1520

hIndex(all)

29

hIndex(since 2020)

24

i10Index(all)

62

i10Index(since 2020)

51

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Guy Rosman Skills & Research Interests

Computer vision and robotic perception

Bayesian inference

trajectory prediction

Top articles of Guy Rosman

Title

Journal

Author(s)

Publication Date

Systems and methods for learning and managing robot user interfaces

2024/1/11

Systems and methods for modeling pedestrian activity

2024/2/20

Systems and methods for optimizing coordination and communication resources between vehicles using models

2024/2/8

Personalizing Driver Safety Interfaces via Driver Cognitive Factors Inference

arXiv preprint arXiv:2402.05893

Emily S Sumner

Jonathan DeCastro

Jean Costa

Deepak E Gopinath

Everlyne Kimani

...

2024/2/8

Hypergraph-Transformer (HGT) for Interactive Event Prediction in Laparoscopic and Robotic Surgery

arXiv preprint arXiv:2402.01974

Lianhao Yin

Yutong Ban

Jennifer Eckhoff

Ozanan Meireles

Daniela Rus

...

2024/2/3

Interpretation of intraoperative sensor data using concept graph neural networks

2024/4/4

Systems and methods for multiple algorithm selection

2024/1/25

Blending Data-Driven Priors in Dynamic Games

arXiv preprint arXiv:2402.14174

Justin Lidard

Haimin Hu

Asher Hancock

Zixu Zhang

Albert Gimó Contreras

...

2024/2/21

Systems and methods for estimating the risk associated with a vehicular maneuver

2023/8/15

Curvilinear coordinate systems for predicting vehicle behavior

2023/4/4

System and method for training at least one policy using a framework for encoding human behaviors and preferences in a driving environmet

2023/10/19

Methods and systems for diversity-aware vehicle motion prediction via latent semantic sampling

2023/5/23

Concept graph neural networks for surgical video understanding

IEEE Transactions on Medical Imaging

Yutong Ban

Jennifer A Eckhoff

Thomas M Ward

Daniel A Hashimoto

Ozanan R Meireles

...

2023/7/27

Specification-Guided Data Aggregation for Semantically Aware Imitation Learning

arXiv preprint arXiv:2303.17010

Ameesh Shah

Jonathan DeCastro

John Gideon

Beyazit Yalcinkaya

Guy Rosman

...

2023/3/29

Surgical phase recognition with sufficient statistical model

2023/10/19

Peer-to-peer occupancy estimation

2023/12/28

Multi-Abstractive Neural Controller: An Efficient Hierarchical Control Architecture for Interactive Driving

IEEE Robotics and Automation Letters

Xiao Li

Igor Gilitschenski

Guy Rosman

Sertac Karaman

Daniela Rus

2023/5/5

System and method for collection of performance data by a vehicle

2023/7/18

Task-informed behavior planning

2023/3/16

Vehicle-provided recommendations for use of adas systems

2023/9/7

See List of Professors in Guy Rosman University(Massachusetts Institute of Technology)

Co-Authors

H-index: 143
Daniela Rus

Daniela Rus

Massachusetts Institute of Technology

H-index: 84
Michael Bronstein

Michael Bronstein

Imperial College London

H-index: 82
John Leonard

John Leonard

Massachusetts Institute of Technology

H-index: 81
Ron Kimmel

Ron Kimmel

Technion - Israel Institute of Technology

H-index: 73
Alex Bronstein

Alex Bronstein

Technion - Israel Institute of Technology

H-index: 70
Alfred Bruckstein

Alfred Bruckstein

Technion - Israel Institute of Technology

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