Jianming Zhang

Research Scientist

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

Published November 1, 2019

Scaling Object Detection by Transferring Classification Weights

ICCV (oral, acceptance rate ~5.0%)

Jason Kuen, Federico Perazzi, Zhe Lin, Jianming Zhang, Yap-Peng Tan
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published September 8, 2018

Learning to Blend Photos

European Conference on Computer Vision

Wei-Chih Hung, Jianming Zhang, Xiaohui Shen, Zhe Lin, Joon-Young Lee, Ming-Hsuan Yang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published September 8, 2018

Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias

European Conference on Computer Vision

Rameswar Panda, Jianming Zhang, Haoxiang Li, Joon-Young Lee, Xin Lu, Amit Roy-Chowdhury
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published July 16, 2018

FlyCam: Multi-touch Gesture Controlled Drone Gimbal Photography

IEEE Robotics and Automation Letters

Hao Kang, Haoxiang Li, Jianming Zhang, Xin Lu, Bedrich Benes
  • Human Computer Interaction

Published June 18, 2018

Good View Hunting: Learning Photo Composition from Dense View Pairs

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

Zijun Wei, Jianming Zhang, Xiaohui Shen, Zhe Lin, Radomír Měch, Min Hoai, Dimitris Samaras
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 18, 2018

Excitation Backprop for RNNs

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

Sarah Adel Bargal, Andrea Zunino, Donghyun Kim, Jianming Zhang, Vittorio Murino, Stan Sclaroff
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published August 22, 2017

The Boolean Map Distance: Theory and Efficient Computation

Proc. International Conference on Discrete Geometry for Computer Imagery (DGCI)

Filip Malmberg, Robin Strand, Jianming Zhang, Stan Sclaroff
  • Computer Vision, Imaging & Video

Published July 10, 2017

Top-down Visual Saliency Guided by Captions

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

Vasili Ramanishka, Abir Das, Jianming Zhang, Kate Saenko
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published September 12, 2016

Top-down Neural Attention by Excitation Backprop

European Conference on Computer Vision (ECCV)

Jianming Zhang, Zhe Lin, Jonathan Brandt, Xiaohui Shen, Stan Sclaroff, Zhang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video