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ICVSS Computer Vision for Spatial and Physical Intelligence

LECTURES

Speakers Syllabus Titles & Abstracts
Sara Beery
Massachusetts Institute of Technology, US 		Datasets, Benchmarking, Metrics, Fair Comparisons, Active Testing, AI as a Judge The Evolving Science of Evaluation
Serge Belongie
University of Copenhagen, DK 		Object Recognition, Fine-Grained Analysis, Subordinate Category Recognition Challenges in Fine-Grained Image Analysis
Nicolas Heess
Google DeepMind, UK 		TBA TBA
Aleksander Hołyński
Google DeepMind & Columbia University, US 		TBA TBA
Dinesh Jayaraman
University of Pennsylvania, US 		Robot learning, vision-language-action models, resource efficiency Stages of Robot Learning
Aniruddha Kembhavi
Meta, UK 		Multimodal AI, Data centric ML, Vision and Language models, Multimodal reasoning From Molmo to Muse Spark: Data centric recipes for state of the art multimodal models
Ruoshi Liu
University of Maryland, College Park and Amazon Frontier AI & Robotics (FAR), US 		3D Vision, Generative Models, Robotics What Can Robots Learn from Large-Scale Internet Visual Data?
Richard Newcombe
Meta Reality Labs Research, USA 		TBA TBA
Marco Pavone
Stanford University & NVIDIA, US 		Physical AI, Reasoning Models, Vision–Language–Action (VLA) Architectures, Robotics, Autonomous Systems Reasoning Models for Physical AI: From Fundamentals to Real-World Applications
Davide Scaramuzza
University of Zurich, CH 		physical intelligence, robotics, AI, computer vision, event cameras Agile Robotics: from Frame Cameras to Neuromorphic Sensors
Cordelia Schmid
INRIA, FR 		Video Understanding, 3D Vision, World Models, Robotic Manipulation, Imitation Learning Seeing, Understanding, Doing: How Video Models Are Reshaping Robotics
Carlo Sferrazza
University of Texas at Austin & Amazon Frontiers AI and Robotics, US 		humanoid robots, robot learning, embodied AI, sim2real learning Humanoid Robot Learning: From Foundations to Visual Perception
Antonio Torralba
Massachusetts Institute of Technology, US 		TBA TBA
Silvia Zuffi
IMATI-CNR, IT 		3D Reconstruction and Understanding Modeling, Capturing, and Understanding Animals in 3D

READING GROUP

Speakers Syllabus Rules of Engagement

Reading Group: Meeting with Mentors Reading Group: Meeting with Mentors

ESSAY COMPETITION (WITH PRIZE!)

Speakers Syllabus Rules of Engagement
Fabio Galasso
Sapienza University of Rome, Italy 		Essay Competition Essay Competition

INDUSTRY MEETS STUDENTS

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