Geometry in Large Model Era

ECCV 2024 Workshop, Milano, Italy
September 29- October 4 2024, time TBD

Geometric computing is crucial for many areas of application, concerning the extraction of topological and geometric information from shapes, scenes, and sequences, as geometric representations offer concise and intuitive abstractions, providing valuable methods for modeling, synthesis, compression, matching, and analysis. Recently, large foundation models have provided unprecedented opportunities for geometric computing and 3D vision, as shown in 2D to 3D content generation and open-vocabulary segmentation. We seek to bring together researchers from 3D computer vision, computational geometry, computer graphics, and deep foundation models to foster discussions on the latest breakthroughs, existing constraints, and future opportunities to develop a foundation model for geometric computing.

Our topics include but are not limited to:

  • Geometric computing techniques and their benefits to deep learning
  • Geometric losses and regularizations for model training and fine-tuning
  • Geometric feature learning on large-scale data
  • Geometry with open-vocabulary perception and interaction
  • Solving discrete and continuous geometric problems with large models
  • Foundation models for 3D content creation, perception, and geometric computing
  • Trends, opportunities, and future topics on geometric learning with large models

Keynote Speakers
Thomas Funkhouser
Marc Pollefeys
ETH & Microsoft
Andrea Vedaldi
Angela Dai
Hao (Richard) Zhang
Yaron Lipman
Weizmann & Meta
Schedule (tentative)
Opening Remarks and Welcome 09:00-09:15
Keynote Talk 09:15-10:00
Keynote Talk 10:00-10:45
Keynote Talk 10:45-11:30
Keynote Talk 11:30-12:15
Keynote Talk 12:15-13:00
Keynote Talk 13:00-13:45
Yichen Li
Congyue Deng
Katie Luo
Yonglong Tian
Yue Wang
Jiajun Wu
Minhyuk Sung
Wojciech Matusik
Leonidas Guibas
Diamond $5000

  • Roll-up poster in the workshop room.
  • Acknowledgement at opening remark.
  • Acknowledgement and logo placement on the website

Platinum $3000

  • Acknowledgement at opening remark.
  • Acknowledgement and logo placement on the website

Gold $1500

  • Acknowledgement and logo placement on the website

The budget will be used for the following expenses:
  • Catered lunch for attendees and/or coffee & snacks for attendees
  • Registration for select (keynote) speakers or attendees
  • Swags for attendees
  • Support travel expenses
Any remaining budget from sponsorship will be rolled over to next year’s event.