About VASBSD 2020
With recent surge in data-driven methods, the issues of biased and scarce data is quickly becoming a major roadblock in developing generalizable and scalable computer vision solutions, as well as effective deployment of these solutions in real-world scenarios. To address these challenges, researchers from both academia and industry must come together and make advancements in fundamental research and applied technologies. The organizing committee and keynote speakers of VASBSD 2020 consist of experts from both academia and industry with rich experiences in designing and developing robust computer vision algorithms and transitioning computer vision technologies into real-world solutions. VASBSD 2020 provides a unique platform for computer vision researchers to better understand and tackle the biased and scarce data problems in computer vision.
Where
The Salon A at the Westin Snowmass Resort, Snowmass Village, Colorado, USA
When
09:10 AM - 04:10 PM
Thursday, March 5, 2020
Keynote Speakers
Vishal M. Patel
John Hopkins University
Walter J. Scheirer
University of Notre Dame
Yang Wang
University of Manitoba
Fatih Porikli
Australian National University
Boqing Gong
Piotr Koniusz
Australian National University
VASBSD 2020 Schedule
Opening Remarks Ziming Zhang
Keynote Vishal M. Patel
Synthetic to Real Transfer Learning for Single Image Deraining
Coffee Break
Keynote Boqing Gong
Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from A Domain Adaptation Perspective
Keynote Yang Wang
Learning Video Summarization with Limited Data
Lunch Break
Keynote Walter J. Scheirer
Visual Psychophysics for Making Face Recognition Algorithms More Explainable
Keynote Fatih Porikli
When Data Dictates the Problem
Coffee Break
Keynote Fatih Porikli on behalf of Piotr Koniusz
Statistical Representations for Domain Adaptation and Few-shot Learning
Closing Remarks Ziming Zhang
VASBSD 2020 Venue
The Salon A at the Westin Snowmass Resort, Snowmass Village, Colorado, USA
VASBSD 2020 will be held at the Salon A at the Westin Snowmass Resort in Snowmass Village, Colorado on Thursday, March 5, 2020.
Organizers
Kuan-Chuan Peng
Mitsubishi Electric Research Laboratories (MERL)
Ziming Zhang
Worcester Polytechnic Institute (WPI)