Second Workshop on

3D Vision and Modeling Challenges in eCommerce

ECCV 2024 Workshop

Sep 29, 2024 @ Milan, Italy Room Brown 2, MiCo Milano Convention Center

Introduction

This workshop aims to bring together researchers working on 3D computer vision and graphics for eCommerce, with a focus on the three topics: (1) 3D shape/scene understanding and generation e.g. semantic segmentation, affordance and motion, multi-view reconstruction; (2) Digital human and fashion e.g. virtual try-ons and personalized fashion recommendation; (3) Foundation-model-assisted reasoning e.g. shape/scene synthesis from texts, language grounding in 3D models and diffusion-based 3D generative models. We successfully hosted the the first 3DV in eCommerce workshop at ICCV 2023 which was very well-received and inspiring to the audience. In this second workshop, we are inviting a fully new line of speakers including 3 keynote presentations from academia and 3 talks from industry experts.

Schedule

All times in Italy Time (UTC+02:00)

9:00am - 9:05am	Welcome and introduction
9:05am - 9:35am	Justus Thies Title: Multi-modal 3D Human Analysis and Synthesis
9:35am - 10:05am	Zhao Dong Title: Democratizing Digital Twins: Path to Frictionless 3D Digital Twin Creation for Everyone
10:05am - 10:35am	Xavier Giró Title: Image Generation at Scale
10:35am - 11:00am	Coffee break
11:00am - 11:30am	Angjoo Kanazawa Title: Scaling 3D Capture and Latest Updates on nerfstudio/gsplat
11:30am - 12:00pm	Reza Shirvany Title: Reshaping Fashion: 3D and Generative AI Solutions for Perfect Size and Fit
12:00pm - 12:30pm	Chuang Gan Title: Building 3D World Models for Embodied General Intelligence

Invited Speakers

Angjoo Kanazawa Assistant Professor at UC Berkeley. Her research focuses on the perception of the dynamic 3D world behind everyday photographs and video. Her lab is interested in developing methods that can learn a structured model of the world from visual observations. She also advises Luma AI.

Justus Thies Professor at TU Darmstadt. He is interested in marker-less motion capturing of facial performances, human bodies as well as general non-rigid objects. Besides capturing and reconstructing reality, he works on AI-based synthesis techniques that allow for photorealistic image and video synthesis.

Chuang Gan Assistant Professor at UMass Amherst and a research manager at MIT-IBM Watson AI Lab. The overarching goal of his research is to build a human-like autonomous agents that is capable of sensing, reasoning, and acting in the physical world, with a recent focus on 3D large language models.

Xavier Giró Applied Scientist at Amazon Barcelona, in the team lead by Aleix Martinez and Francesc Moreno-Noguer. Before joining Amazon, he was an associate professor at the Universitat Politecnica de Catalunya (UPC), also in Barcelona. His current research interests focus on image generation, and their automatic quality assessment.

Reza Shirvany Director of Applied Science at Zalando, leading a multi-disciplinary team of applied scientists that develop customer facing AI driven products in online Fashion, for example the Zalando Virtual Fitting Room.

Zhao Dong Graphics Research Lead at Meta Reality Labs. He leads a team at Meta on computer graphics, aiming at building next-gen human centric computing platform for AR/VR/Metaverse.