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Image recognition accuracy: An unseen challenge confounding today's AI | MIT News | Massachusetts Institute of Technology

Published: December 15, 2023

A novel dataset metric, minimum viewing time (MVT), gauges image recognition complexity for AI systems by measuring the time needed for accurate human identification.

Source: mit.edu

Related Topics:

David MayoAlanl YuilleJesse CummingsXinyu Lin MengResearch Scientist Andrei BarbuArtificial Intelligence LaboratoryWatson Ai Lab Principal Researcher Dan GutfreundPrincipal Research Scientist Boris KatzComputer Science At Johns Hopkins UniversityMinimum Viewing TimeBloomberg Distinguished ProfessorCognitive ScienceComputer ScienceJohns Hopkins UniversitySimon Kornblith PhdXinyu LinScientist Andrei BarbuResearch Scientist Boris KatzPrincipal Researcher DanNeural Information Processing SystemsMit CsailMit Center For Brains Minds And MachinesMit Ibm Watson Ai LabInimum Viewing Time Mvt Computer Vision

The Hardware Lottery

Published: November 22, 2023

How hardware and software determine what research ideas succeed and fail.

Source: hardwarelottery.github.io

Related Topics:

United StatesLaura FlorescuAaron CourvilleCliff YoungSara HookerErich ElsenMelissa FabrosSean McphersonEric JangAmanda SuAnna KereninaGeorge GilderAlexander PopperGordan MooreCharles BabbageSimon KornblithBrian SpieringSamy BengioAbraham MaslowStephanie SherJacques PienaarRaziel AlvarezHugo LarochelleUtku EvciKevin Swersky