Pre-training is a dominant paradigm in computer vision. For example, supervised ImageNet pre-training is commonly used to initialize the backbones of object detection and segmentation models. He et al., however, show a surprising result that ImageNet pre-training has limited impact on COCO objec...
Host: Dr. Marc Pollefeys is a Professor of Computer Science at ETH Zurich, a Partner Director of Science for Microsoft, and the Director of a new Microsoft Mixed Reality and AI lab in Switzerland. He’s a leader in the field of computer vision research, but it’...
The Center aims at performing high quality research in the areas of computer vision, pattern recognition, image processing, and multi-media, and promoting international collaboration for the integration, application and development of visual intelli...
Q: How can machine learning foster cross-fertilization between computer-science research areas? Bishop:Let’s go back to the foundations of the Cambridge lab. I joined quite early on as a machine-learning researcher. We quickly hired researchers in computer vision—Andrew Blake and others—and, ...
In addition, founders of startups based in Silicon Valley, including Cerebras Systems shared their insights on business models for different AI research areas and future business strategies. ‘Samsung AI Forum 2021′ can be viewed again on Samsung Electronics’ YouTube channel, and Day 2 AI forum...
Myers-Dean’s PhD work in computer vision focuses on segmentation, which is one of the research areas behind Adobe’s creative tools. “A key task in the creative pipeline is selecting a subject. But say my object is a person. If I click on the person’s head versus their arm, I may...
Research internships are available in all areas of research, and are offered year-round, though they typically begin in the summer. We are looking for a computer vision Research Intern with expertise in deep learning techniques to help our devices compute better understanding of the user a...
Applications and impact areas The concept of Internet-of-Things, with its vision of Internet-connected objects of various capabilities and form factors, could boost the role of ICT as innovation enabler in a variety of application markets. One of the technological pillars of the Internet-of-Things...
Among the most active areas at INRIA are the fields of computer vision, robotics, and image synthesis. Like the Institute itself, these activities are spread geographically over France in five different places; Rocquencourt, near Paris; Rennes, in Brittany; Nancy, Grenoble and Sophia-Antipolis, ...
Microsoft Research (MSR), Redmond is working on broad topics centered around deep learning. One of the research areas specifically focuses on computer vision (CV) and vision-language multimodality (…