Computer Vision in the Age of Large Language Models

Detailed ICVSS 2024 Programme

LECTURES

Speakers	Syllabus	Titles & Abstracts
Vijay Badrinarayanan Wayve, USA	Autonomous Driving	End2End Autonomous Driving - Performance, Measurement & Safety
Michael J. Black Max Planck Institute for Intelligent Systems and Meshcapade GmbH, DEU	3D humans, human motion capture, LLMs, generative models, embodiment, human-object interaction, avatars, animation	Learning digital humans that act and interact
Andreas Geiger University of Tübingen, DEU	Generative models, 3D-aware models, compositionality, human avatars, GANs, diffusion models	Efficient Generative Foundation Models in 2D and 3D
Georgia Gkioxari California Institute of Technology, USA	LLMs, Object Recognition, Object Reconstruction	Object Recognition and Reconstruction in the era of LLMs
Abhishek Gupta University of Washington, USA	Reinforcement Learning	What simulation can do for real world reinforcement learning?
Aaron Hertzmann Adobe Research, USA	Perspective, art, art history, human vision, 3D space, computational photography	3D Space in Art, Photography, and Human Vision
Derek Hoeim University of Illinois at Urbana-Champaign, USA	Memory, Continual Learning, Representation	Always Be Learning
Diane Larlus Naver Labs Europe, FRA	Continual learning, self-supervised learning, transfer learning, incremental learning	Lifelong learning for visual representations
Richard Newcombe Meta Reality Labs Research, USA	Contextual AI, Project Aria, Geometry, LLMs, LiveMaps, 3D World Models, Reconstruction, State estimation, Sensors, Glasses	Always-on Contextual AI - The Future of Wearable Computers and the Potential for a World Model of our Physical Reality
Pietro Perona California Institute of Technology, USA	Responsible AI	Responsible AI - Measuring accuracy and bias in Computer Vision Systems
Bobby Rao Microsoft, USA	Industrial Lecture	How companies can thrive in the era AI
Stefano Soatto Amazon and University of California Los Angeles, USA	Transformers, State Space Models	Solomonoff Representations - From Transformers to State Space Models, Mamba-Jamba and beyond
Andrea Tagliasacchi Simon Fraser University, CAN	3D Reconstruction, Neural Radiance Fields, 3D Gaussian Splatting	Fundamentals of (Neural) Inverse Rendering
Antonio Torralba Massachusetts Institute of Technology, USA	Multimodal learning, tactile sensing	Pixels in your feet
Lior Wolf Tel Aviv University & Mentee Robotics, ISR	Perception and Robotics	Perception for humanoid robots

READING GROUP

Speakers	Syllabus	Rules of Engagement
Stefano Soatto Amazon and University of California Los Angeles, USA	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

Industrial Panel

Detailed ICVSS 2024 Programme

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