Jimei Yang

Research Scientist

San Jose

Jimei joined Adobe Research in September 2015, working in the areas of computer vision and deep learning.

He received his Ph.D. degree from UC Merced in 2015 under supervision of Prof. Ming-Hsuan Yang. He was a visiting Ph.D. student in Prof. Honglak Lee’s group at University of Michigan, Ann Arbor. Previously, he received his master’s degree from University of Science and Technology of China.

Jimei’s research interests include object segmentation, contour detection, scene parsing, image synthesis, deep generative models and representation learning with transformations.

For more information, please visit his personal website.

Publications

Synergistic Global-space Camera and Human Reconstruction from Videos

Zhao, Y., Wang, T., Raj, B., Xu, M., Yang, J., Huang, C. (Jun. 17, 2024)

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Normal-guided Garment UV Prediction for Human Re-texturing

Jafarian, Y., Wang, T., Ceylan, D., Yang, J., Carr, N., Zhou, Y., Park, H. (Jun. 18, 2023)

Highlight (10% of accepted papers, 2.5% of submissions)

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Skeleton-free Pose Transfer for Stylized 3D Characters

Liao, Z., Yang, J., Saito, J., Pons-Moll, G., Zhou, Y. (Jul. 28, 2022)

ECCV 2022

Audio-Driven Neural Gesture Reenactment With Video Motion Graphs

Zhou, Y., Yang, J., Li, D., Saito, J., Aneja, D., Kalogerakis, E. (Jun. 24, 2022)

IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)

Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera

Yoon, J., Ceylan, D., Wang, T., Lu, J., Yang, J., Shu, Z., Park, H. (Jun. 19, 2022)

CVPR2022

Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN

AlBahar, B., Lu, J., Yang, J., Shu, Z., Shechtman, E., Huang, J. (Dec. 14, 2021)

Siggraph Asia 2021

High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling

Zeng, Y., Lin, Z., Yang, J., Zhang, J., Shechtman, E., Lu, H. (Aug. 23, 2020)

To appear in European Conference on Computer Vision (ECCV'20)

3D Ken Burns Effect from a Single Image

Niklaus, S., Mai, L., Yang, J., Liu, F. (Nov. 17, 2019)

ACM Transactions on Graphics

Learning to Trace: Expressive Line Drawing Generation from Photographs

Inoue, N., Ito, D., Xu, N., Yang, J., Price, B., Yamasaki, T. (Oct. 14, 2019)

Pacific Graphics

On the Continuity of Rotation Representations in Neural Networks

Zhou, Y., Barnes, C., Lu, J., Yang, J., Li, H. (Jun. 15, 2019)

CVPR 2019

Deep GrabCut for Object Selection

Xu, N., Price, B., Cohen, S., Yang, J., Huang, T. (Sep. 4, 2017)

British Machine Vision Conference (BMVC) 2017

Forecasting Human Dynamics from Static Images

Chao, Y., Yang, J., Price, B., Cohen, S., Deng, J. (Jul. 23, 2017)

In Proc. IEEE Conference on Computer Vision and Pattern Recognition

Deep Interactive Object Selection

Xu, N., Price, B., Cohen, S., Yang, J., Huang, T. (Jun. 27, 2016)

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016.

Object Contour Detection with a Fully Convolutional Encoder-Decoder Network

Yang, J., Price, B., Cohen, S., Lee, H., Yang, M. (Jun. 27, 2016)

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016. (Spotlight)

Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis

Yang, J., Reed, S., Yang, M., Lee, H. (Dec. 7, 2015)

In Advances in Neural Information Processing Systems (NIPS) 2015

Attribute2Image: Conditional Image Generation from Visual Attributes

Yan, X., Yang, J., Sohn, K., Lee, H. (Dec. 1, 2015)

arXiv preprint arXiv:1512.00570

PatchCut: Data-Driven Object Segmentation via Local Shape Transfer

Yang, J., Price, B., Cohen, S., Lin, Z., Yang, M. (Jun. 8, 2015)

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015.

Context Driven Scene Parsing with Attention to Rare Classes

Yang, J., Price, B., Cohen, S., Yang, M. (Jun. 24, 2014)

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2014. (Oral)

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