Recent Talks

Selected invited keynotes on autonomous driving, augmented reality, generative AI and responsible AI.

Home

Towards Scalable Open-World Autonomy

Simulations and generative AI for training and verification of autonomous driving systems.

Venue: ECCV, ROAD++ Workshop, Milan
Date: October 2024
Towards Photorealistic 3D Digital Twins

Factorized inverse path tracing for material and emitter estimation in augmented reality.

Venue: ECCV, TRICKY Workshop, Milan
Date: October 2024
Foundational Models for Scaling Autonomy

VLMs for perception and planning, diffusion models for simulation and LLM agents for self-driving devops.

Venue: IEEE ITSC, LLVMAD Workshop, Vancouver
Date: September 2024
Vision-Language for Autonomous Driving

LLM agents and vision-language models for full-stack autonomous driving.

Venue: IEEE ITSC, VALOR Workshop, Vancouver
Date: September 2024
3D Reconstruction with Complex Light Transport

Shape recovery from single or few images for challenging specular or transparent objects.

Venue: ICCV Workshops, Paris
Date: October 2023
Photorealism in Indoor Built Environments

Neural rendering and graphics-based vision for augmenting indoor architecture.

Venue: CVPR 2023, CV4AEC Workshop, Vancouver
Date: June 2023
Physically-Motivated Learning in Videos

Physically-based understanding of videos for autonomous driving and augmented reality.

Venue: NIST TRECVID Keynote
Date: December 2022
Photorealistic Augmented Reality

High-quality inverse rendering for shape, material and lighting in images.

Venue: Qualcomm, San Diego
Date: November 2022
Learning, Understanding and Interaction in Videos

Learning generalizable, interpretable and resposible representations for video applications.

Venue: ACM Multimedia, Lisbon
Date: October 2022