Tianpei Gu

Member of Technical Staff @ Lexica
San Francisco, California

I’ve been working on Generative Model since 2020 with both academic papers and product deployment in related topic. Currently, I’m a Member of Technical Staff at Lexica working on AIGC(diffusion model, GPT). I obtained my Master degree at UCLA where I had great fortune to work with Prof. Bolei Zhou. Prior to my Master study, I did research at Intelligent Vision Group (IVG), Tsinghua University, under the guidance of Prof. Jiwen Lu and Dr. Guangyi Chen. I also had an amazing time at SenseTime Research in the topic of GAN and latent space. In December 2020, I received B.S. degree in Computer Science and Mathematics at the University of Maryland.

My research interest is in Computer Vision, especially Generative Models, Diffusion Models and Human Motion Generation.

News

Jun 1, 2023 I will join Lexica as a Member of Technical Staff.
May 8, 2023 A collections of Generative AI I found interesting recently
Oct 24, 2022 I joined Innopeak Technology as a Research Engineer.
Aug 27, 2022 Graduated from UCLA. Go Bruins! :sparkles:
Mar 7, 2022 One paper on Diffusion Model and One paper on Dance Generation (oral) accepted by CVPR’22!
Nov 24, 2021 Spent wonderful 7 months at SenseTime Research working on Generative AI products BlingAPP, ST-Face and IES. Shout out to my super supportive manager Chunze Lin and directors Quan Wang.
Mar 24, 2021 One paper on Person Re-ID accepted by TIP’21!

Invited Talks

Diffusion Models: Theory and Applications, Innopeak Technology, 04/2023 [slide]

Services

Reviewer for:
- CVPR: 2022, 2023 ICCV: 2023 ECCV: 2022

Selected Publications

  1. CVPR
    Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion
    Tianpei Gu*, Guangyi Chen*, Junlong Li, Chunze Lin, Yongming Rao, Jie Zhou, and Jiwen Lu
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2022
    PDF
  2. CVPR Oral
    Bailando: 3d Dance Generation by Actor-Critic GPT with Choreographic Memory
    Li Siyao, Weijiang Yu, Tianpei Gu, Chunze Lin, Quan Wang, Chen Qian, Chen Change Loy, and Ziwei Liu
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR Oral) , 2022
    PDF
  3. T-IP
    Person Re-Identification via Attention Pyramid
    Guangyi Chen, Tianpei Gu, Jiwen Lu, Jin-An Bao, and Jie Zhou
    IEEE Transactions on Image Processing (T-IP) , 2021
    PDF Abs