3rd CLVision CVPR Workshop

  • 2022
  • ServiceNow Research
February 15, 2022

Continual Learning in Computer Vision

The CVPR 2022 Conference will be held from June 19-24, 2022, in New Orleans, Louisiana.

3rd CLVision CVPR Workshop

On June 20, Pau Rodriguez and David Vazquez from ServiceNow Research will co-host the 3rd edition of the Workshop on Continual Learning in Computer Vision, one of the largest gatherings of Continual Learning in the world! During this workshop, researchers and engineers from academia and industry will get together to discuss the latest advances in Continual Learning, arguably one of the most crucial milestones of AI. Indeed, it has become crucial for companies using AI systems to be able to integrate new information in their models so that they can improve over time without having to re-train them from scratch. As part of this one-day event, we will explore the current state-of-the-art, as well as limitations and future directions in Continual Learning, through paper presentations, invited talks, and technical benchmark challenges.

Interested in submitting a paper? We are looking for contributions addressing a wide range of topics in Continual Learning, including, but not limited to:

  • Lifelong / Continual / Incremental / Online learning

  • Few-shot learning & Transfer learning

  • Benchmarks, Scenarios, evaluation protocols and metrics

  • Applications and use-cases of Continual Learning

  • Bio-inspired learning (memory, synaptic plasticity, and the like)

  • Curiosity

  • Multitask learning

Submissions will be peer-reviewed under a double-blind policy and the submission deadline is March 9th. Accepted papers will be presented during the poster session and some as orals. One will receive the best paper award. 

You are also invited to take part in the 3rd CLVision challenge. This year, we propose three different tracks: one classification track and two novel detection tracks. The demo dataset, a smaller version of the challenge dataset which can be used to get a head start working on your solutions, will be released on March 4th. The competition will start on March 27th. Check the workshop website to get all the details and participate for a chance to win great prizes!

Got questions? Contact the workshop general at contvisionworkshop@gmail.com.

Area Chairs include Matthias De Lange (KU Leuven), Pau Rodriguez (ServiceNow Research), Vincenzo Lomonaco (University of Pisa), Tinne Tuytelaars (KU Leuven), David Vazquez (ServiceNow Research), Irina Rish (University of Montreal/Mila), Dhireesha Kudithipudi (University of Texas-San Antonio), Antonio Carta (University of Pisa), Gido van de Ven (Baylor College of Medicine).

Challenge Chairs include Lorenzo Pellegrini (University of Bologna), Zhicheng Yan (Meta), Chenchen Zhu (Meta).

We are excited to help bring this workshop together and hope to see you there!

Are you interested in doing fundamental or applied research at ServiceNow?

If you are interested in exploring full-time career opportunities with the ServiceNow Research team or wish to learn more about the part-time Visiting Researcher Program (for research internships), please take a moment to fill out this form so that hiring managers can learn more about your background and we can contact you about our current openings. Please note that ServiceNow Research internships through our Visiting Researcher Program start and run all year and are not limited to "seasonal" applications.

Follow @ServiceNowRSRCH on Twitter for our latest news, and updates from the community, and to get in touch.

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