World's Best Scientists 2026 revealed!

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Computer Science

D-Index
46
Citations
18305
World Ranking
6654
National Ranking
2938

Overview

Jimei Yang is affiliated with Adobe Systems in the United States and has contributed extensively to the fields of computer science and engineering. Their research primarily focuses on areas including computer vision and pattern recognition, control and systems engineering, and computational mechanics.

The scientist's work covers a wide range of topics, notably:

  • Human Motion and Animation
  • Human Pose and Action Recognition
  • Video Analysis and Summarization
  • 3D Shape Modeling and Analysis
  • Multimedia Communication and Technology
  • Computer Graphics and Visualization Techniques
  • Manufacturing Process and Optimization

Jimei Yang has published in a variety of reputable venues, with a concentration of publications in the following:

  • arXiv (Cornell University)
  • IEEE Transactions on Visualization and Computer Graphics
  • 2021 International Conference on 3D Vision (3DV)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Computer Graphics Forum

Recent notable papers include:

  • "Attribute-Conditioned Layout GAN for Automatic Graphic Design" (2020), IEEE Transactions on Visualization and Computer Graphics
  • "Task-Generic Hierarchical Human Motion Prior using VAEs" (2021), 2021 International Conference on 3D Vision (3DV)
  • "Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control" (2021), Proceedings of the AAAI Conference on Artificial Intelligence
  • "Generative Tweening: Long-term Inbetweening of 3D Human Motions" (2020), arXiv (Cornell University)
  • "Statistics-based Motion Synthesis for Social Conversations" (2020), Computer Graphics Forum

The scientist frequently collaborates with a select group of coauthors, including:

  • Yixuan Ren
  • Difan Liu
  • Mingi Kwon
  • Abhinav Shrivastava
  • Jianan Li

Best Publications

  • Generative Image Inpainting with Contextual Attention

    Jiahui Yu;Zhe Lin;Jimei Yang;Xiaohui Shen

  • Free-Form Image Inpainting With Gated Convolution

    Jiahui Yu;Zhe Lin;Jimei Yang;Xiaohui Shen

  • On the Continuity of Rotation Representations in Neural Networks

    Yi Zhou;Connelly Barnes;Jingwan Lu;Jimei Yang

  • Top-Down Visual Saliency via Joint CRF and Dictionary Learning

    Jimei Yang;Ming-Hsuan Yang

  • MAttNet: Modular Attention Network for Referring Expression Comprehension

    Licheng Yu;Zhe Lin;Xiaohui Shen;Jimei Yang

  • Attribute2Image: Conditional Image Generation from Visual Attributes

    Xinchen Yan;Jimei Yang;Kihyuk Sohn;Honglak Lee

  • Universal Style Transfer via Feature Transforms

    Yijun Li;Chen Fang;Jimei Yang;Zhaowen Wang

  • Generative Face Completion

    Yijun Li;Sifei Liu;Jimei Yang;Ming-Hsuan Yang

  • Salient Color Names for Person Re-identification

    Yang Yang;Jimei Yang;Junjie Yan;Shengcai Liao

  • Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision

    Xinchen Yan;Jimei Yang;Ersin Yumer;Yijie Guo

  • Decomposing Motion and Content for Natural Video Sequence Prediction

    Ruben Villegas;Jimei Yang;Seunghoon Hong;Xunyu Lin

  • BodyNet: Volumetric Inference of 3D Human Body Shapes

    Gül Varol;Duygu Ceylan;Bryan C. Russell;Jimei Yang

  • Deep Interactive Object Selection

    Ning Xu;Brian Price;Scott Cohen;Jimei Yang

  • Foreground-Aware Image Inpainting

    Wei Xiong;Jiahui Yu;Zhe Lin;Jimei Yang

  • Object Contour Detection with a Fully Convolutional Encoder-Decoder Network

    Jimei Yang;Brian Price;Scott Cohen;Honglak Lee

  • FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape From Single RGB Images

    Christian Zimmermann;Duygu Ceylan;Jimei Yang;Bryan Russell

  • Weakly-supervised disentangling with recurrent transformations for 3D view synthesis

    Jimei Yang;Scott Reed;Ming-Hsuan Yang;Honglak Lee

  • Learning to Generate Long-term Future via Hierarchical Prediction

    Ruben Villegas;Jimei Yang;Yuliang Zou;Sungryull Sohn

  • Transformation-Grounded Image Generation Network for Novel 3D View Synthesis

    Eunbyung Park;Jimei Yang;Ersin Yumer;Duygu Ceylan

  • Diversified Texture Synthesis with Feed-Forward Networks

    Yijun Li;Chen Fang;Jimei Yang;Zhaowen Wang

  • Object Tracking via Dual Linear Structured SVM and Explicit Feature Map

    Jifeng Ning;Jimei Yang;Shaojie Jiang;Lei Zhang

Frequent Co-Authors

Zhe Lin
Zhe Lin Adobe Systems (United States)
Ming-Hsuan Yang
Ming-Hsuan Yang University of California, Merced
Xiaohui Shen
Xiaohui Shen ByteDance
Zhaowen Wang
Zhaowen Wang Adobe Systems (United States)
Duygu Ceylan
Duygu Ceylan Adobe Systems (United States)
Brian Price
Brian Price Adobe Systems (United States)
Scott Cohen
Scott Cohen Adobe Systems (United States)
Honglak Lee
Honglak Lee University of Michigan–Ann Arbor
Ersin Yumer
Ersin Yumer Adobe Systems (United States)
Thomas S. Huang
Thomas S. Huang University of Illinois at Urbana-Champaign

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