Michael S. Ryoo

Salesforce (United States) — United States

Computer Science · Physical Sciences

36h-index8.2kcitations221works3.12yr avg
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Research Topics

Human Pose and Action Recognition(111), Multimodal Machine Learning Applications(70), Anomaly Detection Techniques and Applications(53), Domain Adaptation and Few-Shot Learning(38), Video Surveillance and Tracking Methods(34)

Publications221 total

Robotic VLA Benefits from Joint Learning with Motion Image Diffusion
arXiv (Cornell University)·2025Open Access
Robotic VLA Benefits from Joint Learning with Motion Image Diffusion
ArXiv.org·2025Open Access
Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding
arXiv (Cornell University)·2025Open Access
SMILE: A Composite Lexical-Semantic Metric for Question-Answering Evaluation
arXiv (Cornell University)·2025Open Access
BLIP-3: A Family of Open Large Multimodal Models
2025
Strefer: Empowering Video LLMs with Space-Time Referring and Reasoning via Synthetic Instruction Data
2025
Strefer: Empowering Video LLMs with Space-Time Referring and Reasoning via Synthetic Instruction Data
arXiv (Cornell University)·2025Open Access
CoPT: Unsupervised Domain Adaptive Segmentation using Domain-Agnostic Text Embeddings
arXiv (Cornell University)·2025Open Access
Go-with-the-Flow: Motion-Controllable Video Diffusion Models Using Real-Time Warped Noise
2025· 6 cited
Pixel Motion as Universal Representation for Robot Control
arXiv (Cornell University)·2025Open Access
VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making
arXiv (Cornell University)·2025Open Access
Go-with-the-Flow: Motion-Controllable Video Diffusion Models Using Real-Time Warped Noise
arXiv (Cornell University)·2025Open Access
Image Translation with Kernel Prediction Networks for Semantic Segmentation
Lecture notes in computer science·2025
xGen-VideoSyn-1: High-Fidelity Text-to-Video Synthesis with Compressed Representations
Lecture notes in computer science·2025
Language Repository for Long Video Understanding
2025· 4 citedOpen Access
LatentCRF: Continuous CRF for Efficient Latent Diffusion
arXiv (Cornell University)·2024Open Access
Whats in a Video: Factorized Autoregressive Decoding for Online Dense Video Captioning
arXiv (Cornell University)·2024Open Access
Instance-Aware Generalized Referring Expression Segmentation
arXiv (Cornell University)·2024Open Access
Adaptive Caching for Faster Video Generation with Diffusion Transformers
arXiv (Cornell University)·2024Open Access
CoPT: Unsupervised Domain Adaptive Segmentation Using Domain-Agnostic Text Embeddings
Lecture notes in computer science·2024· 1 cited
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Frequent Co-authors

J.K. Aggarwal(15), AJ Piergiovanni(7), Ramyad Hadidi(5), Jiashen Cao(5), Hyesoon Kim(5), Anelia Angelova(5), Keerthana Gopalakrishnan(4), Brian Ichter(4), Kanishka Rao(4), Vincent Vanhoucke(4), Fei Xia(4), Larry Matthies(4), Hyun Jong Yang(4), Anthony Brohan(3), Noah Brown(3), Justice Carbajal(3), Yevgen Chebotar(3), Chelsea Finn(3), Karol Hausman(3), Jasmine Hsu(3)