Stefan Lee

Stefan Lee

Oregon State University

H-index: 39

North America-United States

About Stefan Lee

Stefan Lee, With an exceptional h-index of 39 and a recent h-index of 37 (since 2020), a distinguished researcher at Oregon State University, specializes in the field of Computer Vision, Natural Language Processing.

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

Benchmarking Out-of-Distribution Detection in Visual Question Answering

Emergence of maps in the memories of blind navigation agents

VLSlice: Interactive Vision-and-Language Slice Discovery

Behavioral analysis of vision-and-language navigation agents

Navigating to objects specified by images

Iterative vision-and-language navigation

Instance-specific image goal navigation: Training embodied agents to find object instances

Machine learning for predicting microfluidic droplet generation properties

Stefan Lee Information

University

Position

Assistant Professor

Citations(all)

11198

Citations(since 2020)

10572

Cited By

3205

hIndex(all)

39

hIndex(since 2020)

37

i10Index(all)

54

i10Index(since 2020)

53

Email

University Profile Page

Google Scholar

Stefan Lee Skills & Research Interests

Computer Vision

Natural Language Processing

Top articles of Stefan Lee

Benchmarking Out-of-Distribution Detection in Visual Question Answering

2024

Xiangxi Shi
Xiangxi Shi

H-Index: 3

Stefan Lee
Stefan Lee

H-Index: 25

Emergence of maps in the memories of blind navigation agents

AI Matters

2023/10/10

VLSlice: Interactive Vision-and-Language Slice Discovery

2023

Minsuk Kahng
Minsuk Kahng

H-Index: 16

Stefan Lee
Stefan Lee

H-Index: 25

Behavioral analysis of vision-and-language navigation agents

2023

Arjun Majumdar
Arjun Majumdar

H-Index: 5

Stefan Lee
Stefan Lee

H-Index: 25

Instance-specific image goal navigation: Training embodied agents to find object instances

arXiv preprint arXiv:2211.15876

2022/11/29

Machine learning for predicting microfluidic droplet generation properties

Computers & Fluids

2022/10/30

Sim-2-sim transfer for vision-and-language navigation in continuous environments

2022/10/23

Jacob Krantz
Jacob Krantz

H-Index: 3

Stefan Lee
Stefan Lee

H-Index: 25

Prompt: Learning dynamic resource allocation policies for edge-network applications

arXiv preprint arXiv:2201.07916

2022/1

Improving multilingual translation by representation and gradient regularization

EMNLP 2021

2021/9/10

Deep convolution for irregularly sampled temporal point clouds

arXiv preprint arXiv:2105.00137

2021/5

Stefan Lee
Stefan Lee

H-Index: 25

Alan Fern
Alan Fern

H-Index: 30

Thda: Treasure hunt data augmentation for semantic navigation

2021

Waypoint models for instruction-guided navigation in continuous environments

2021

Jacob Krantz
Jacob Krantz

H-Index: 3

Stefan Lee
Stefan Lee

H-Index: 25

DeepAveragers: Offline Reinforcement Learning by Solving Derived Non-Parametric MDPs

arXiv preprint arXiv:2010.08891

2020/10/18

Auxiliary tasks for efficient learning of point-goal navigation

2021

Saurabh Desai
Saurabh Desai

H-Index: 1

Stefan Lee
Stefan Lee

H-Index: 25

Soat: A scene-and object-aware transformer for vision-and-language navigation

Advances in Neural Information Processing Systems

2021/12/6

Sim-to-real transfer for vision-and-language navigation

2020/11/7

Integrating egocentric localization for more realistic point-goal navigation agents

2021/10/4

See List of Professors in Stefan Lee University(Oregon State University)

Co-Authors

academic-engine