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

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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