Haichao Zhang 张海超 Senior Research Scientist Horizon Robotics hczhang1@gmail.com |  |
I'm a Senior Research Scientist at Horizon Robotics, Cupertino.
Before that I was a Senior Research Scientist at Baidu Research, Sunnyvale (2016~2019) and Research Scientist at Amazon Go, Seattle (2014~2016).
Research Interests
- sparse / deep / reinforcement / adversarial learning
- low / high level vision
- image / video / language processing
- robust AI, adversarial machine learning
Awards and Honors
Best Student Paper Award 13th International Conference on Computer Vision (ICCV) 2011
Best Student Paper Honorable Mention 14th International Conference on Information Fusion (FUSION) 2011
Top-100 Most Influential International Publications of China Institute of Scientific and Technical Information of China (ISTIC) 2012
Doctoral Consortium IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2013
Outstanding Doctoral Dissertation Award China Computer Federation (CCF) 2016
Updates
Bilateral Adversarial Training (ICCV'19) code is released on Github, Nov. 2019
Feature Scattering-based Adversarial Training is accepted by NeurIPS'19
Two tech reports on Adversarial Training are available
Joint Adversarial Training;)
: Incorporating both Spatial and Pixel Attacks
Two papers on Adversarial Robustness for Classification and Object Detection are accepted by ICCV'19
Bilateral Adversarial Training ICCV'19
One paper on Visual Recognition under Adverse Conditionsis published in IEEE TIP Sept. 2019
One paper on Improved Sequence-to-Sequence Learning is accepted by ICLR'19
One paper on Adversarial Text Generation is accepted by NIPS'18
One paper on Guided Feature Transformation for Embodied Agents is accepted by CoRL'18
One paper on Interactive Language Learning and One-shot Concept Learning is accepted by ACL'18
Present "Listen, Interact and Talk: Learning to Speak via Interaction" paper at ViGIL NIPS'17
Co-organize a tutorial on Low-Quality Visual Data Processing at CVPR'17
Receive Outstanding Doctoral Dissertation Award in 2016
One paper is accepted by CVPR'15
One paper on "Scale Adaptive Blind Deblurring" is accepted by NIPS'14
One paper on "Multi-Shot Imaging" is accepted by CVPR'14
Give an Oral presentation of the paper on "Non-Uniform Camera Shake Removal" at NIPS'13 Oral
One paper on Coupled Adaptive Sparse Prior based Blind Deblurring is accepted by CVPR'13 and CVPR Doctoral Consortium
Two papers on Joint Restoration and Recognition and Joint Dynamic Sparse Representation are accepted by ICCV'11
One paper on Non-Local Kernel Regression for unified local and non-local image modelling is accepted by ECCV'10
E-mail: hczhang1@gmail.com
Twitter: @haichaozhang