Dr Mengmeng Xu (Frost)

Dr Mengmeng Xu (Frost)

AI Research Scientist

Meta

KAUST

Biography

Frost is a dedicated engineer and scientist in the field of image and video understanding, with the ultimate goal of giving people the AI power to build community and bring the world closer together. In 2023, Frost received his PhD degree at King Abdullah University of Science and Technology (KAUST) under the supervision of Professor Bernard Ghanem, where he worked on query localization in long-form videos. Prior to his graduate studies, Frost earned a bachelor’s degree from Zhejiang University, College of Optical Science and Engineering. Frost also enjoys learning to play Guqin in his free time.

Please email xu.frost[at]gmail.com for the up-to-date CV.

Interests
  • Video Understanding
  • Video Generation
Education
  • MS/PhD in Electrical and Computer Engineering, 2017 - 2023

    King Abdullah University of Science and Technology

  • BSc in Opto-Elctronics Information Science and Engineering, 2013 - 2017

    Zhejiang University

Skills

Engineering

2013 - Present

Deep Learning

2017 - Present

Generative Model

2020 - Present

Experience

 
 
 
 
 
AI Research Scientest
Meta Platforms, Inc.
Jan 2024 – Present London, UK
 
 
 
 
 
Research Scientest Intern
Meta Platforms, Inc.
Mar 2022 – Oct 2022 London, UK
 
 
 
 
 
Applied Scientest Intern
Amazon.com, Inc
Sep 2021 – Jan 2022 Berlin, Germany
 
 
 
 
 
Research Intern
Samsung Electronics (UK) Ltd
Oct 2020 – Mar 2021 Cambridge, UK

Recent Publications

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(2023). ETAD: Training Action Detection End to End on a Laptop. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

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(2023). FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing. ICLR 2024.

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(2023). Mindstorms in Natural Language-Based Societies of Mind. arXiv preprint arXiv:2305.17066.

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(2023). Where is my wallet? modeling object proposal sets for egocentric visual query localization. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

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