About VASBSD 2021
With the increasing appetite for data in data-driven methods, the issues of biased and scarce data have become a major bottleneck in developing generalizable and scalable computer vision solutions, as well as effective deployment of these solutions in real-world scenarios. To tackle these challenges, researchers from both academia and industry must collaborate and make progress in fundamental research and applied technologies. The organizing committee and keynote speakers of VASBSD 2021 consist of experts from both academia and industry with rich experiences in designing and developing robust computer vision algorithms and tranfering them to real-world solutions. Following the tradition of VASBSD 2020, VASBSD 2021 provides a focused venue to discuss and disseminate research related to bias and scarcity topics in computer vision.
Where
Virtual Workshop (attend via Zoom)
When
08:50 AM - 05:20 PM PST
Saturday, January 9, 2021
Keynote Speakers
Andrew D. Bagdanov
University of Florence
Ehsan Elhamifar
Northeastern University
Mehrtash Harandi
Monash University
Gim Hee Lee
National University of Singapore
Xiaodan Liang
Sun Yat-sen University
Cees G. M. Snoek
University of Amsterdam
Zhangyang (Atlas) Wang
University of Texas at Austin
Junsong Yuan
University at Buffalo, State University of New York
VASBSD 2021 Schedule (in PST)
Attend via Zoom
Opening Remarks Kuan-Chuan Peng
Keynote Andrew D. Bagdanov
Self-supervised Learning: Getting More for Less out of Your CNNs
[Talk Video]
Coffee Break
Keynote Ehsan Elhamifar
Recognizing More Labels with No Samples: Fine-Grained and Multi-Label Zero-Shot Learning
[Talk Video]
Lunch Break
[Canceled] Keynote Mehrtash Harandi
Poincaré Kernels for Hyperbolic Representations
Coffee Break
[Canceled] Keynote Xiaodan Liang
Towards Efficient and Transferrable Network Architecture Search for Visual Recognition
Closing Remarks Kuan-Chuan Peng
VASBSD 2021 Venue
Virtual Workshop
VASBSD 2021 will be held virtually on Zoom during 08:50 AM - 05:20 PM PST on Saturday, January 9, 2021.
Organizers
Kuan-Chuan Peng
Mitsubishi Electric Research Laboratories (MERL)
Ziming Zhang
Worcester Polytechnic Institute (WPI)