Menglei Chai

Menglei Chai

Research Scientist

Creative Vision, Snap Inc.

Bio

I am a Senior Research Scientist in the Creative Vision group at Snap Research. I got my Ph.D. degree from the Graphics & Parallel Systems Lab (GAPS), Zhejiang University in 2017, supervised by Professor Kun Zhou. I do research in Computer Vision and Computer Graphics, majorly on human digitization, image manipulation, 3D reconstruction, and physics-based animation.

I am looking for self-motivated interns in CV&CG. Drop me an email if you are interested.

Interests

  • Human Digitization
  • Image Manipulation
  • 3D Reconstruction
  • Physics-Based Animation

Education

  • PhD in Computer Science, 2017

    Zhejiang University

  • BSc in Computer Science, 2011

    Zhejiang University

Publications

Neural Hair Rendering

European Conference on Computer Vision (ECCV) 2020

Human Motion Transfer from Poses in the Wild

Arxiv 2020

Rethinking Spatially-Adaptive Normalization

Arxiv 2020

MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing

ACM Transactions on Graphics (SIGGRAPH) 2020

Interactive Video Stylization Using Few-Shot Patch-Based Training

ACM Transactions on Graphics (SIGGRAPH) 2020

Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning

AAAI Conference on Artificial Intelligence (AAAI) 2020

End-to-End Time-Lapse Video Synthesis from a Single Outdoor Image

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019

Real-Time Patch-Based Stylization of Portraits Using Generative Adversarial Network

ACM/EG Expressive 2019

Stabilized Real-Time Face Tracking via a Learned Dynamic Rigidity Prior

ACM Transactions on Graphics (SIGGRAPH Asia) 2018

Parametric Weight-Change Reshaping for Portrait Images

IEEE Computer Graphics and Applications 2018

A Data-Driven Approach to Four-View Image-Based Hair Modeling

ACM Transactions on Graphics (SIGGRAPH) 2017

AutoHair: Fully Automatic Hair Modeling from a Single Image

ACM Transactions on Graphics (SIGGRAPH) 2016

Adaptive Skinning for Interactive Hair-Solid Simulation

IEEE Transactions on Visualization and Computer Graphics (TVCG) 2016

High-Quality Hair Modeling from a Single Portrait Photo

ACM Transactions on Graphics (SIGGRAPH Asia) 2015

A Reduced Model for Interactive Hairs

ACM Transactions on Graphics (SIGGRAPH) 2014

Cone Tracing for Furry Object Rendering

IEEE Transactions on Visualization and Computer Graphics (TVCG) 2014

Dynamic Hair Manipulation in Images and Videos

ACM Transactions on Graphics (SIGGRAPH) 2013

As-Rigid-As-Possible Distance Field Metamorphosis

Computer Graphics Forum (Pacific Graphics) 2013

Hair Interpolation for Portrait Morphing

Computer Graphics Forum (Pacific Graphics) 2013

Single-View Hair Modeling for Portrait Manipulation

ACM Transactions on Graphics (SIGGRAPH) 2012