Jianming Zhang

Research Scientist

Creative Intelligence Lab, San Jose

I am interested in solving real world problems using computer vision and machine learning. At Adobe, I work on research and tech transfer projects related to deep learning, computer vision and intelligent systems. Before joining Adobe, I studied computer vision with Prof. Stan Sclaroff at Boston University and got my PhD in 2016.

[Personal website] [Google Scholar]

 

My Publications

Learning to Blend Photos

Hung, W., Zhang, J., Shen, X., Lin, Z., Lee, J., Yang, M. (Sep. 8, 2018)
European Conference on Computer Vision

Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias

Panda, R., Zhang, J., Li, H., Lee, J., Lu, X., Roy-Chowdhury, A. (Sep. 8, 2018)
European Conference on Computer Vision

FlyCam: Multi-touch Gesture Controlled Drone Gimbal Photography

Kang, H., Li, H., Zhang, J., Lu, X., Benes, B. (Jul. 16, 2018)
IEEE Robotics and Automation Letters

Good View Hunting: Learning Photo Composition from Dense View Pairs

Wei, Z., Zhang, J., Shen, X., Lin, Z., Měch, R., Hoai, M., Samaras, D. (Jun. 18, 2018)
Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Excitation Backprop for RNNs

Bargal, S., Zunino, A., Kim, D., Zhang, J., Murino, V., Sclaroff, S. (Jun. 18, 2018)
Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

The Boolean Map Distance: Theory and Efficient Computation

Malmberg, F., Strand, R., Zhang, J., Sclaroff, S. (Aug. 22, 2017)
Proc. International Conference on Discrete Geometry for Computer Imagery (DGCI)

Top-down Visual Saliency Guided by Captions

Ramanishka, V., Das, A., Zhang, J., Saenko, K. (Jul. 10, 2017)
Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Top-down Neural Attention by Excitation Backprop

Zhang, J., Lin, Z., Brandt, J., Shen, X., Sclaroff, S., Zhang, Z. (Sep. 12, 2016)
European Conference on Computer Vision (ECCV)