About The Tutorial

This tutorial aims at introducing the problem of cross model compatibility in computer vision to the community. Compatibility arises when multiple models are used to solve a similar problem, which is common in machine learning services and systems. The issue of incompatibility harms the systems' upgrade and deployment on multiple platforms. In this tutorial, we will provide an overview of research on investigating and ensuring cross model compatibility in computer vision.


The tutorial will be held virtually with several talk videos available online after the tutorial. Please refer to the ICCV 2021 website for more information on the online meeting. The tutorial will also be live streamed on YouTube via the following link.


[Youtube Watch List Link] [BiliBili Watch List Link]

Speakers

speaker
Wei Xia

AWS AI

speaker
Yuanjun Xiong

AWS AI

speaker
Besmira Nushi

Microsoft Research

speaker
Laurens van der Maaten

Facebook AI Research

speaker
Shuo Yang

AWS AI

speaker
Siqi Deng

AWS AI

speaker
Yantao Shen

AWS AI

Tutorial Schedule

Organizers

speaker
Yuanjun Xiong

AWS AI

speaker
Shuo Yang

AWS AI

speaker
Yantao Shen

AWS AI

speaker
Kaustav Kundu

AWS AI

speaker
Siqi Deng

AWS AI

speaker
Meng Wang

AWS AI

speaker
Wei Xia

AWS AI

News

  • 2021.10.12 - Tutorial videos avilable online.
  • 2021.10.5 - Tutorial website updated.
  • 2021.10.1 - Full tutorial schedule online.
  • 2021.9.28 - New tutorial website online.