DLPR2018: The Second International Workshop on Deep Learning for Pattern Recognition Beijing, China, August 20, 2018 |
Conference website | https://dlpr2018.github.io/home/index.html |
Submission link | https://easychair.org/conferences/?conf=dlpr2018 |
Deep Learning, which can be treated as the most significant breakthrough in the past 10 years in the field of pattern recognition and machine learning, has greatly affected the methodology of related fields like computer vision and achieved terrific progress in both academy and industry. It can be seen as a resolution to change the whole pattern recognition system. It achieved an end-to-end pattern recognition, merging the previous steps of pre-processing, feature extraction, classifier design and post-processing. It is expected that the development of deep learning theories and applications would further influence the field of pattern recognition. The major goal of this workshop is to provide a platform for researchers or graduate students around the world to report or exchange their progresses on deep learning for pattern recognition.
We call for both regular paper submissions to the workshop and poster submissions for exhibitions following the Vision And Learning SEminar (VALSE) fashion.
Submission Guidelines
Paper Submission must be written in English, with length between four and six double column pages adhering to the ICPR conference submission guidelines. The templates for 6 pages length Paper (A4 format) in Word or Latex can be downloaded from Guidelines for Submission on ICPR website.
Submission is handled through the EasyChair system avaiable from here . Reviewing will be single-blind. In submitting a paper the authors acknowledge that no paper substantially similar in content has been or will be submitted elsewhere during the DLPR18 review period. Accepted papers that were presented at the workshop will be published via IEEE Xplore. Some of accepted papers will be invited to the Journal Special Issues of Neurocomputing (Elsevier).
Important dates
- Paper Submission deadline: June 1, 2018
- Notification of paper acceptance: June 15, 2018
- Poster submission deadline: July 1, 2018
- Notification of poster acceptance: July 8, 2018
- Camera ready dealine: July 15, 2018
- Workshop Date: August 20, 2018
List of Topics
- Deep learning architectures for pattern recognition
- Optimization for deep learning
- Sparse coding in deep learning
- Transfer learning for deep learning
- Deep learning for feature representation
- Deep learning for facial analysis
- Deep learning for object recognition
- Deep learning for scene understanding
- Deep learning for document analysis
- Deep learning for dimension reduction
- Deep learning for activity recognition
- Deep learning for semantic segmentation
- Deep learning for generative modeling
- Deep learning for biometrics
- Multi-modal deep learning
- Performance evaluation of deep learning algorithms
Organizing Committees
- Xiang Bai, Huazhong University Science and Technology
- Yi Fang, New York University Abu Dhabi and New York University
- Yangqing Jia, Facebook
- Meina Kan, Institute of Computing Technology, Chinese Academy of Sciences
- Shiguang Shan, Institute of Computing Technology, Chinese Academy of Sciences
- Chunhua Shen, University of Adelaide
- Jingdong Wang, Microsoft Research Asia
- Gui-Song Xia, Wuhan University
- Shuicheng Yan, National University of Singapore
- Zhaoxiang Zhang, Institute of Automation, Chinese Academy of Sciences
Invited Speakers
- TBA.
Publication
Accepted papers that were presented at the workshop will be published via IEEE Xplore. Some of accepted papers will be invited to the Journal Special Issues of Neurocomputing (Elsevier).
Poster Exhibition
This workshop will follow the Vision And Learning SEminar (VALSE) fashion to invite posters. Authors of recent relevant papers published in highly selective international journals and conferences are encouraged to contribute in the poster session providing highlights of their work. Poster application is by e-mail to Workshop Chair at xiang.bai@gmail.com. Accepted posters that were invited will be presented at the workshop. Authors of the invited posters do not have to pay any registration fee for this workshop, only required registering to the main conference of ICPR18.
Program
Contact
All questions about submissions should be emailed to guisong.xia@whu.edu.cn or kanmeina@ict.ac.cn