RI Seminar
Frank Dellaert
Technical Project Lead at Building 8
Facebook

Factor Graphs and Automatic Differentiation for Flexible Inference in Robotics and Vision

1305 Newell Simon Hall

PLEASE NOTE: THIS SEMINAR WILL NOT BE RECORDED Abstract: Simultaneous Localization and Mapping (SLAM) and Structure from Motion (SFM) are important and closely related problems in robotics and vision. I will review how SLAM, SFM and other problems in robotics and vision can be posed in terms of factor graphs, which provide a graphical language [...]

VASC Seminar
Stefan Lee
Research Scientist
School of Interactive Computing at Georgia Tech

Towards Goal-Driven Visually Grounded Dialog Agents

Newell-Simon Hall 3305

Abstract: Communication between human users and artificial intelligences is essential for human-AI cooperative tasks. For these collaborations to extend into real environments, artificial agents must be able to perceive their environment (visually, aurally, tactilely, etc.) and to communicate with humans about it in order to accomplish mutual goals. For example, a user might talk with [...]

Seminar
Chris Jones
VP of Technology
iRobot

Robots and the Smart Home

GHC 6115

Abstract Home robots, such as the iRobot Roomba vacuuming robot, have been welcomed into millions of homes around the world and are hard at work every day helping people to get more done. iRobot is the market leader in home robotics and is at the forefront in developing technologies for practical robots, including visual SLAM, [...]

RI Seminar
Magnus Egerstedt
Professor and Executive Director
Institute for Robotics and Intelligent Machines , Georgia Institute of Technology

Long Duration Autonomy With Applications to Persistent Environmental Monitoring

1305 Newell Simon Hall

Abstract: By now, we have a fairly good understanding of how to design coordinated control strategies for making teams of mobile robots achieve geometric objectives in a distributed manner, such as assembling shapes or covering areas. But, the mapping from high-level tasks to geometric objectives is not well understood. In this talk, we investigate this [...]

RI Seminar
Geoff Hollinger
Assistant Professor
Collaborative Robotics and Intelligent Systems (CoRIS) Institute, Oregon State University

Marine Robotics: Planning, Decision Making, and Learning

1305 Newell Simon Hall

Abstract: Underwater gliders, propeller-driven submersibles, and other marine robots are increasingly being tasked with gathering information (e.g., in environmental monitoring, offshore inspection, and coastal surveillance scenarios). However, in most of these scenarios, human operators must carefully plan the mission to ensure completion of the task. Strict human oversight not only makes such deployments expensive and [...]

VASC Seminar
Lihi Zelnik-Manor
Associate Professor in the Faculty of Electrical Engineering
Technion, Israel

On challenges in image generation

Newell-Simon Hall 3305

Abstract: Recent work has shown impressive success in automatically synthesizing new images with desired properties such as transferring painterly style, modifying facial expressions, increasing image resolution or manipulating the center of attention of the image. In this talk I will discuss two of the standing challenges in image synthesis and how we tackle them: - [...]

VASC Seminar
Oren Etzioni
CEO
Allen Institute for Artificial Intelligence

Learning Common Sense: a Grand Challenge for Academic AI Research

GHC 6115

Abstract: In a world where Google, Facebook, and others possess massive proprietary data sets, and unprecedented computational power---how is a graduate student to make a dent in the universe? I’ll address this conundrum by re-visiting one of the holy grails of AI: acquiring, representing, and utilizing common-sense knowledge. Can we leverage modern methods including deep [...]

RI Seminar
Misha Kazhdan
Associate Professor
Johns Hopkins University

Signal Processing – From Images to Surfaces

1305 Newell Simon Hall

Abstract: In this talk we will revisit some classical techniques from image processing and explore what is involved in translating them to the context of surfaces. We will show that by leveraging existing methodology from discrete differential geometry, it is often easy to extend the image-based techniques so that they can be used to edit [...]

RI Seminar
Naomi Ehrich Leonard
Professor
Mechanical and Aerospace Engineering , Princeton University

Bio-inspired dynamics for multi-agent decision-making

1305 Newell Simon Hall

Abstract: I will present distributed decision-making dynamics for multi-agent systems, motivated by studies of animal groups, such as house-hunting honeybees, and their extraordinary ability to make collective decisions that are both robust to disturbance and adaptable to change. The dynamics derive from principles of symmetry, consensus, and bifurcation in networked systems, exploiting instability as a [...]

VASC Seminar
Albert Ali Salah
Associate Professor
Boğaziçi University, Turkey

Multimodal, multilevel analysis of human behavior

Newell-Simon Hall 3305

Abstract: Computer analysis of human behavior is an interdisciplinary endeavor combining sensing technology, theoretical and empirical models of human behavior, pattern recognition and machine learning algorithms, and interaction sciences. The applications in this area range widely, from robotics to healthcare, from smart environments to multimedia, from security to humanitarian response. While human behaviors span different [...]