Search Results for author: Bowen Deng

Found 4 papers, 2 papers with code

TadML: A fast temporal action detection with Mechanics-MLP

1 code implementation7 Jun 2022 Bowen Deng, Dongchang Liu

Temporal Action Detection(TAD) is a crucial but challenging task in video understanding. It is aimed at detecting both the type and start-end frame for each action instance in a long, untrimmed video. Most current models adopt both RGB and Optical-Flow streams for the TAD task.

Action Detection Optical Flow Estimation +1

ULSA: Unified Language of Synthesis Actions for Representation of Synthesis Protocols

no code implementations23 Jan 2022 Zheren Wang, Kevin Cruse, Yuxing Fei, Ann Chia, Yan Zeng, Haoyan Huo, Tanjin He, Bowen Deng, Olga Kononova, Gerbrand Ceder

This work is an important step towards creating a synthesis ontology and a solid foundation for autonomous robotic synthesis.

Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow

no code implementations23 May 2018 Pengcheng Yin, Bowen Deng, Edgar Chen, Bogdan Vasilescu, Graham Neubig

For tasks like code synthesis from natural language, code retrieval, and code summarization, data-driven models have shown great promise.

Code Summarization Retrieval +1

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