Concepedia

Xiaopeng Lu

XL

6

Publications

176

Citations

6

H-Index

2021

Active since

Affiliations

Carnegie Mellon University(Current)

Xiaopeng Lu is an author at Carnegie Mellon University specializing in computer vision, natural language processing, and engineering.

Top concepts

EngineeringComputer VisionNatural Language ProcessingLanguageLinguisticsLanguage ProcessingText MiningMachine VisionComputer ScienceMachine Translation

Publications per year

2021–2022

6

Publications

6

SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval

Tiancheng Zhao, Xiaopeng Lu, Kyusong Lee · 2021 · 45 citations · Full text

Core Challenges in Embodied Vision-Language Planning

Jonathan Francis, Nariaki Kitamura, Felix Labelle et al. · Journal of Artificial Intelligence Research · 2022 · 38 citations · Full text

Artificial Intelligence, Language Grounding, Engineering +19

Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling

Xiaopeng Lu, Zhen Fan, Yansen Wang et al. · 2021 · 29 citations

Engineering, Machine Learning, Text Mining +18

An Explainable Toolbox for Evaluating Pre-trained Vision-Language Models

Tiancheng Zhao, Tianqi Zhang, Mingwei Zhu et al. · 2022 · 25 citations · Full text

Engineering, System Demonstrations, Language Processing +22

VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words

Xiaopeng Lu, Tiancheng Zhao, Kyusong Lee · 2021 · 22 citations · Full text

Engineering, Image Retrieval, Image Search +24

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