Michael S. Ryoo

Michael S. Ryoo

Stony Brook University

H-index: 48

North America-United States

About Michael S. Ryoo

Michael S. Ryoo, With an exceptional h-index of 48 and a recent h-index of 39 (since 2020), a distinguished researcher at Stony Brook University, specializes in the field of Robotics, Computer Vision, Machine Learning.

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

Grafting Vision Transformers

Learning to localize objects improves spatial reasoning in visual-llms

Understanding Long Videos in One Multimodal Language Model Pass

Language repository for long video understanding

Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders

Token Turing Machines

LCP: A Low-Communication Parallelization Method for Fast Neural Network Inference for IoT

Language-based Action Concept Spaces Improve Video Self-Supervised Learning

Michael S. Ryoo Information

University

Position

; Robotics at Google

Citations(all)

10833

Citations(since 2020)

5639

Cited By

7076

hIndex(all)

48

hIndex(since 2020)

39

i10Index(all)

85

i10Index(since 2020)

71

Email

University Profile Page

Google Scholar

Michael S. Ryoo Skills & Research Interests

Robotics

Computer Vision

Machine Learning

Top articles of Michael S. Ryoo

Title

Journal

Author(s)

Publication Date

Grafting Vision Transformers

Jongwoo Park

Kumara Kahatapitiya

Donghyun Kim

Shivchander Sudalairaj

Quanfu Fan

...

2024

Learning to localize objects improves spatial reasoning in visual-llms

arXiv preprint arXiv:2404.07449

Kanchana Ranasinghe

Satya Narayan Shukla

Omid Poursaeed

Michael S Ryoo

Tsung-Yu Lin

2024/4/11

Understanding Long Videos in One Multimodal Language Model Pass

arXiv preprint arXiv:2403.16998

Kanchana Ranasinghe

Xiang Li

Kumara Kahatapitiya

Michael S Ryoo

2024/3/25

Language repository for long video understanding

arXiv preprint arXiv:2403.14622

Kumara Kahatapitiya

Kanchana Ranasinghe

Jongwoo Park

Michael S Ryoo

2024/3/21

Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders

Srijan Das

Tanmay Jain

Dominick Reilly

Pranav Balaji

Soumyajit Karmakar

...

2024

Token Turing Machines

Michael S Ryoo

Keerthana Gopalakrishnan

Kumara Kahatapitiya

Ted Xiao

Kanishka Rao

...

2023

LCP: A Low-Communication Parallelization Method for Fast Neural Network Inference for IoT

arXiv preprint arXiv:2003.06464

Ramyad Hadidi

Bahar Asgari

Jiashen Cao

Younmin Bae

Da Eun Shim

...

2020/3/13

Language-based Action Concept Spaces Improve Video Self-Supervised Learning

Kanchana Ranasinghe

Michael Ryoo

2023/12

Viewclr: Learning self-supervised video representation for unseen viewpoints

Srijan Das

Michael S Ryoo

2023

Energy-Based Models for Cross-Modal Localization using Convolutional Transformers

Alan Wu

Michael S Ryoo

2023/5

Cross-modal manifold cutmix for self-supervised video representation learning

Srijan Das

Michael Ryoo

2023/7/23

Mirasol3B: A Multimodal Autoregressive model for time-aligned and contextual modalities

arXiv preprint arXiv:2311.05698

AJ Piergiovanni

Isaac Nobel

Dahun Kim

Michael S Ryoo

Victor Gomes

...

2023/11/9

Computer vision neural networks with learned tokenization

2023/12/21

Open-vocabulary queryable scene representations for real world planning

Boyuan Chen

Fei Xia

Brian Ichter

Kanishka Rao

Keerthana Gopalakrishnan

...

2023/5/29

Crossway Diffusion: Improving Diffusion-based Visuomotor Policy via Self-supervised Learning

arXiv preprint arXiv:2307.01849

Xiang Li

Varun Belagali

Jinghuan Shang

Michael S Ryoo

2023/7/4

AAN: Attributes-Aware Network for Temporal Action Detection

arXiv preprint arXiv:2309.00696

Rui Dai

Srijan Das

Michael S Ryoo

Francois Bremond

2023/9/1

Diffusion illusions: Hiding images in plain sight

arXiv preprint arXiv:2312.03817

Ryan Burgert

Xiang Li

Abe Leite

Kanchana Ranasinghe

Michael S Ryoo

2023/12/6

Socratic models: Composing zero-shot multimodal reasoning with language

arXiv preprint arXiv:2204.00598

Andy Zeng

Maria Attarian

Brian Ichter

Krzysztof Choromanski

Adrian Wong

...

2022/4/1

Reducing inference latency with concurrent architectures for image recognition at edge

Ramyad Hadidi

Jiashen Cao

Michael S Ryoo

Hyesoon Kim

2023/7/2

RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

7th Annual Conference on Robot Learning

Anthony Brohan

Noah Brown

Justice Carbajal

Yevgen Chebotar

Xi Chen

...

2023/7/28

See List of Professors in Michael S. Ryoo University(Stony Brook University)

Co-Authors

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