Michael S Ryoo
12 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29) 👥 Mega-Team · Legion
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Keyword Collector
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Century Club · Bronze
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Unstoppable · Bronze
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Research topics
Artificial Intelligence
(8)
Core AI
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Machine Learning
(7)
Deep Learning
(4)
Computer Vision
(3)
Natural Language Processing
(3)
Architectures
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Learning Types · Machine Learning
(3)
Analysis
(2)
Application Areas
(2)
Generation
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Reinforcement Learning
(1)
Keywords
video understanding
(2)
multimodal learning
(2)
large language model
(2)
zero-shot learning
(2)
self-supervised learning
(2)
long video understanding
(2)
long-form video
(2)
visual question answering
(1)
video retrieval
(1)
transfer learning
(1)
image captioning
(1)
generalization capability
(1)
kernel approximation
(1)
behavior cloning
(1)
action recognition
(1)
random feature
(1)
partially observable environment
(1)
prompt engineering
(1)
gaussian kernel
(1)
robot control
(1)
Papers
MotionV2V: Editing Motion in a Video
CVPR 2026
Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA
EACL 2026
LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback
ACL 2025
Language Repository for Long Video Understanding
ACL 2025
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
ICLR 2025
Understanding Long Videos with Multimodal Language Models
ICLR 2025
CoPT: Unsupervised Domain Adaptive Segmentation using Domain-Agnostic Text Embeddings
ECCV 2024
Active Vision Reinforcement Learning under Limited Visual Observability
NeurIPS 2023
Language-based Action Concept Spaces Improve Video Self-Supervised Learning
NeurIPS 2023
RT-1: Robotics Transformer for Real-World Control at Scale
RSS 2023
Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language
ICLR 2023
Hybrid Random Features
ICLR 2022