Liang Gou

Principal Researcher, Bosch Research North America, Bosch Center for Artificial Intelligence (BCAI)

Joined

May 2022

Names

Liang Gou (Preferred)

Emails

****@us.bosch.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Principal Researcher

Bosch Research North America, Bosch Center for Artificial Intelligence (BCAI) (bosch.com)

2019 – Present

Principal Researcher

VISA Research (visa.com)

2016 – 2019

Researcher

IBM Research (us.ibm.com)

2012 – 2016

PhD student

Pennsylvania State University (ist.psu.edu)

2007 – 2012

Advisors, Relations & Conflicts

No relations added

Expertise

XAI

Semantic Segmentation

Object Detection

Representation Learning

Visual Analytics

Self-supervised Learning

Deep Learning

Present

Publications

GRIC: General Representation and Informative Content for Enhanced Out-of-Distribution Detection
Sima Behpour, Thang Doan, Xin Li, Wenbin He, Liang Gou, Liu Ren
- Submitted to ICLR 2025
- Readers: Everyone
UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models
Xin Li, Sima Behpour, Thang Doan, Wenbin He, Liang Gou, Liu Ren
- NeurIPS 2023 poster
- Readers: Everyone
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients
Sima Behpour, Thang Doan, Xin Li, Wenbin He, Liang Gou, Liu Ren
- NeurIPS 2023 poster
- Readers: Everyone
Novelty-based Generalization Evaluation for Traffic Light Detection
Arvind Kumar Shekar, Laureen Lake, Liang Gou, Liu Ren
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone
Where Can We Help? A Visual Analytics Approach to Diagnosing and Improving Semantic Segmentation of Movable Objects
Wenbin He, Lincan Zou, Arvind Kumar Shekar, Liang Gou, Liu Ren
- 2022 (modified: 04 Nov 2022)
- IEEE Trans. Vis. Comput. Graph. 2022
- Readers: Everyone
Self-supervised Semantic Segmentation Grounded in Visual Concepts
Wenbin He, William Surmeier, Arvind Kumar Shekar, Liang Gou, Liu Ren
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone
Visualization in Data Science VDS @ KDD 2022
Claudia Plant, Nina C. Hubig, Junming Shao, Alvitta Ottley, Liang Gou, Torsten Möller, Adam Perer, Alexander Lex, Anamaria Crisan
- 2022 (modified: 04 Nov 2022)
- KDD 2022
- Readers: Everyone
Self-supervised Semantic Segmentation Grounded in Visual Concepts
Wenbin He, William Surmeier, Arvind Kumar Shekar, Liang Gou, Liu Ren
- 2022 (modified: 04 Nov 2022)
- IJCAI 2022
- Readers: Everyone
VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection
Liang Gou, Lincan Zou, Nanxiang Li, Michael Hofmann, Arvind Kumar Shekar, Axel Wendt, Liu Ren
- 2021 (modified: 04 Nov 2022)
- IEEE Trans. Vis. Comput. Graph. 2021
- Readers: Everyone
Novelty-based Generalization Evaluation for Traffic Light Detection
Arvind Kumar Shekar, Laureen Lake, Liang Gou, Liu Ren
- 2021 (modified: 04 Nov 2022)
- ICMLA 2021
- Readers: Everyone

View all 55 publications

Co-Authors

View all 94 co-authors