The Ninth Workshop on Fine-Grained Visual Categorization

Sunday June 19th @ CVPR 2022 - Room 211


  • Please head over to the website for FGVC10 for more information the next iteration of FGVC.

  • Poster will be in Halls D and E at 10:30am.

  • Workshop will be taking place on Sunday June 19th in Room 211. Full program is here.

  • Our workshop papers are now available to read here.

  • Our list of workshop speakers and schedule is now available here.

  • Paper decisions have been released to authors. Camera ready deadline is the 13th of May 2022.

  • We have launched eight challenges as part of the workshop. More information here.

  • The CMT site for submitting papers is now live. More information here.

  • Paper submission deadline is the 25th of March 2022. More information here.

  • FGVC9 will be held in conjunction with CVPR on June 19th 2022. More details to follow.

  • Information about last year's workshop, FGVC8, is available here.

Workshop Overview

Fine-grained categorization, the precise differentiation between similar plant or animal species, disease of the retina, architectural styles, etc., is an extremely challenging problem, pushing the limits of both human and machine ability. In these domains expert knowledge is typically required, and the question that must be addressed is how can we develop artificial systems that can efficiently discriminate between large numbers of highly similar visual concepts.

The 9th Workshop on Fine-Grained Visual Categorization (FGVC9) will explore topics related to supervised learning, self-supervised learning, semi-supervised learning, matching, localization, domain adaptation, transfer learning, few-shot learning, machine teaching, multimodal learning (e.g., audio and video), crowd-sourcing, human-in-the-loop learning, and taxonomic prediction, all through the lens of fine-grained visual understanding.

Workshop Format and Location

FGVC9 will be in-person, with live speakers and poster session. The full schedule can be found here. We will follow the health and safety guidelines as set out by CVPR 2022 (see here).

The workshop will be held in Room 211, on the second floor of the conference venue.

Previous FGVC Workshops