ServiceNow Research spotlight: Papers accepted at the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

The 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) will take place from June 19-24, 2022 in New Orleans, Louisiana. The Conference is planned to be held in person, with an online option offered to those who cannot travel. First held in 1985, CVPR has become the premier annual computer vision event for the brightest minds in the field, attracting participation and collaboration across industry and academia.

We are excited to announce that, in partnership with external collaborators, researchers from the ServiceNow Research Low-Data Learning program team will present their papers at the main conference. Low Data Learning studies Machine Learning methods that enable adapting efficiently to varied and changing datasets. ServiceNow Research focuses on a wide range of downstream tasks such as language understanding, computer vision, robotic automation, and learning workflows.

Papers accepted to the main conference:

1. Multi-label Iterated Learning for Image Classification with Label Ambiguity (Sai Rajeswar,?Pau Rodriguez,?Soumye Singhal,?David Vazquez,?Aaron Courville) [PDF ]
2. Kubric: A scalable dataset generator (Klaus Greff,?Francois Belletti,?Lucas Beyer,?Carl Doersch,?Yilun Du,?Daniel Duckworth,?David J. Fleet,?Dan Gnanapragasam,?Florian Golemo,?Charles Herrmann,?Thomas Kipf,?Abhijit Kundu,?Dmitry Lagun,?Issam Laradji,?Hsueh-Ti?(Derek)Liu,?Henning Meyer,?Yishu Miao,?Derek Nowrouzezahrai,?Cengiz Oztireli,?Etienne Pot,?Noha Radwan,?Daniel Rebain,?Sara Sabour,?Mehdi S. M. Sajjadi,?Matan Sela,?Vincent Sitzmann,?Austin Stone,?Deqing Sun,?Suhani Vora,?Ziyu Wang,?Tianhao Wu,?Kwang Moo Yi,?Fangcheng Zhong,?Andrea Tagliasacchi) [PDF ]
3. Neural Point Light Fields (Julian Ost,?Issam Laradji,?Alejandro Newell,?Yuval Bahat,?Felix Heide) [PDF ]

In addition to the main conference, CVPR will host an exciting line-up of workshops (June 19-20), short courses, as well as an exhibition (June 21-23). Learn more at the CVPR 2022 conference website . We are delighted to be supporting the following workshops that members of the ServiceNow Research team are co-hosting:

1. Workshop on Continual Learning in Computer Vision (David Vazquez, Pau Rodriguez, and external collaborators) [More information ]
2. Workshop on Learning from Limited Labelled Data?for Image and Video Understanding (David Vazquez, Issam H. Laradji, Pau Rodriguez, and external collaborators) [More information ]

We would like to thank the CVPR 2022 organizing committee , including all Chairs and partners for hosting this conference.

Congratulations to all the researchers whose papers and workshops have been accepted. We wish you all the best at the conference!

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