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Stefan Lee
Multimodal Vision-and-Language Understanding
Natural Language Processing (NLP)
Computer Vision
Deep Learning
Vision-and-Language Integration
About
Before coming to Oregon State University, Stefan Lee was a research scientist in the School of Interactive Computing at Georgia Institute of Technology collaborating with Dhruv Batra and Devi Parikh on multimodal vision-and-language understanding problems. He obtained his Ph.D. degree in 2016 from Indiana University and then was a postdoctoral fellow at Virginia Tech. He has won a best paper award at EMNLP 2017 and received seven outstanding reviewer awards at major machine learning and computer vision conferences.
Research Performance Summary
2013-2025
Active Research Span
First Recorded Paper
Large-Scale Image Classification using High Performance Clustering
Year:
2013
Citations:
2
Venue:
N/A
Latest Recorded Paper
Calibrating MLLM-as-a-judge via Multimodal Bayesian Prompt Ensembles
Year:
2025
Citations:
0
Venue:
Proceedings of the IEEE/CVF International Conference on Computer Vision
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.
Publication Venues and Collaboration
Journal, Conference, and Book Publication Breakdown
Top Coauthors
Lee
Batra
Parikh
Research Impact by Period
Papers
6
Citations
15
Avg. Citations / Paper
2.5
H-Index
2
Papers
34
Citations
3351
Avg. Citations / Paper
98.6
H-Index
22
Papers
37
Citations
14762
Avg. Citations / Paper
399
H-Index
31
Papers
4
Citations
102
Avg. Citations / Paper
25.5
H-Index
3
Contact and Professional Links
Detected Research Keywords
Vision Language Navigation
Visual Question Answering
Embodied Question Answering
Navigation Continuous Environments
Language Navigation Agents
Diverse Beam Search
Beam Search Decoding
Neural Sequence Models
Visual Dialog Agents
Language Navigation Continuous