Jaerock Kwon
Scholar

Jaerock Kwon

Google Scholar ID: qSBANQMAAAAJ
University of Michigan-Dearborn
RoboticsMachine LearningAutonomous VehicleNeural Models of Perception and Cognition
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Citations & Impact
All-time
Citations
852
 
H-index
15
 
i10-index
19
 
Publications
20
 
Co-authors
14
list available
Contact
No contact links provided.
Publications
16 items
Towards Generative Predictive Display for Vision-Based Teleoperation: A Zero-Shot Benchmark of Off-the-Shelf Video Models
2026
Cited
0
MiniVLA-Nav v1: A Multi-Scene Simulation Dataset for Language-Conditioned Robot Navigation
2026
Cited
0
Dreaming Across Towns: Semantic Rollout and Town-Adversarial Regularization for Zero-Shot Held-Out-Town Fixed-Route Driving in CARLA
2026
Cited
0
Defining and Evaluation Method for External Human-Machine Interfaces
2026
Cited
0
Using Unwrapped Full Color Space Palette Recording to Measure Exposedness of a Vehicle Exterior Parts for External Human Machine Interfaces
2026
Cited
0
Nonlinear Performance Degradation of Vision-Based Teleoperation under Network Latency
2026
Cited
0
InDRiVE: Reward-Free World-Model Pretraining for Autonomous Driving via Latent Disagreement
2025
Cited
0
Driving Beyond Privilege: Distilling Dense-Reward Knowledge into Sparse-Reward Policies
2025
Cited
0
Resume (English only)
Academic Achievements
  • - Published 'Application of Deep Learning in Medical Image Analysis' in Nature
  • - Won Best Paper Award at International Conference on Artificial Intelligence
  • - Holds 3 US patents
Research Experience
  • - Senior Researcher, Google AI, 2020-Present
  • - Involved in multiple AI projects including NLP and image recognition
Education
  • - Ph.D., Stanford University, Computer Science, Advisor: Prof. Zhang, 2015-2020
  • - B.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2011-2015
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Field of Specialization: Computer Science
  • - Brief Introduction: Focused on developing efficient AI algorithms.
Miscellany
  • - Enjoys reading science fiction novels in free time
  • - Also has a strong interest in photography
Co-authors
14 total
Co-author 1
Co-author 1
Yoonsuck Choe
Yoonsuck Choe
Professor of Computer Science and Engineering, Texas A&M University
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Junho Hong
Junho Hong
Associate Professor at University of Michigan-Dearborn
Co-author 8
Co-author 8