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Foundation Models for 3D Humans

ECCV 2024 Workshop


September, 2024       Mico Milano, Italy

Overview

Foundation models (e.g., large language models (LLMs), large vision models, text-to-image generative models) are impacting nearly every area of computer vision and represent a paradigm shift from end-to-end learning of task-specific models to pretraining-finetuninng generalist models. Such a paradigm shift urgently calls for rethinking the new challenges and opportunities in the study of digital humans. This workshop is particularly focused on exploring two key questions: (1) how foundation models can help the study of digital humans; (2) how we can build foundation models for digital humans. The study of digital humans encompasses a wide breadth of research areas, from high-fidelity digital avatar modeling and lifelike human motion generation to human animation and behavior analysis. This workshop offers an in-depth exploration of the vibrant intersection between 3D digital human modeling and foundation models. We plan to bring experts in general foundation models and experts in 3D digital humans together to exchange ideas and discuss open challenges.

Invited Speakers

Michael J. Black
Michael J. Black

MPI-IS & Meshcapade

Jitendra Malik
Jitendra Malik

UC Berkeley

Siyu Tang
Siyu Tang

ETH Zurich

Jingyi Yu
Jingyi Yu

ShanghaiTech

Call for Posters and Demos

--TBD--


Schedule

--TBD--

Organizers

Yao Feng
Yao Feng

Meshcapade & MPI-IS & ETH Zurich

Yan Zhang
Yan Zhang

Meshcapade

Naureen Mahmood
Naureen Mahmood

Meshcapade

Yuliang Xiu
Yuliang Xiu

MPI-IS

Yuliang Xiu
Weiyang Liu

MPI-IS & Cambridge

Rafael Wampfler
Rafael Wampfler

ETH Zurich

Georgios Pavlakos
Georgios Pavlakos

UT Austin

Gül Varol
Gül Varol

Imagine-ENPC

Michael J. Black
Michael J. Black

MPI-IS & Meshcapade

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