StateOfTheArt AI
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StateOfTheArt AI

SOTA News: Tasks and Datasets

StateOfTheArt AI’s latest newsletter on updates and features for our open source research platform and trending papers in Machine Learning and Artificial Intelligence. SOTA 53.

StateOfTheArt AI’s Task and Datasets maps: Computer Vision


This week in Stateoftheart AI (SOTA) news, we wanted to highlight our Task and Data Set map & taxonomy. With computer vision as a trending theme this week, we encourage you to explore our linked data sets and specific tasks to help you further your research aims.

Please follow us on Twitter, and we invite you to connect with our new LinkedIn and Facebook pages to keep up with the latest updates. You’re welcome to discuss SOTA, the newsletter, featured papers and more on our Discord server — be a part of our open-sourced AI research community.

Featured Paper + Citation Graph

Coming up in a discussion about simulating visual representations and transfer learning, this week we feature Zamir et al’s “Taskonomy: Disentangling task transfer learning” (2018). Here is a direct link to SOTA’s details about the paper, and be sure to check out our citation graph to explore related papers and associated resources.

Did you cite this paper or want to share your related work? Check out our Newsletter and Featured Paper discussion channel on Discord as well. Let us know in Discord or via email what paper you think should be featured next week.

Upcoming @ SOTA

Be on the lookout for SOTA at: Effective Altruism UK (June) and CogSci2021 (July). If you’d like to have the SOTA team present on how our platform facilitates collective AI development and can add depth and perspective to your research, contact us.

Start Mapping Your AI Research Today!

Stateoftheart AI helps you see trajectories in research: explore AI datasets, map citations and research trajectories, add your own papers, and contribute your insights on this open-sourced AI collaboration platform.

Cheers to exploring the frontiers of AI research, and have a good week!

-The Stateoftheart AI team

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Jesse Parent

NSF Grad Fellow, Researching Embodied Intelligence — AI+CogSci. Program Lead @ Orthogonal Research and Education Lab. Founder @ JOPRO.