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Workshop
Shared Visual Representations in Human and Machine Intelligence (SVRHM)
Arturo Deza · Joshua Peterson · N Apurva Ratan Murty · Tom Griffiths

Sat Dec 12 07:50 AM -- 05:10 PM (PST) @ None
Event URL: http://www.svrhm.com/ »

https://twitter.com/svrhm2020 The goal of the 2nd Shared Visual Representations in Human and Machine Intelligence (SVRHM) workshop is to disseminate relevant, parallel findings in the fields of computational neuroscience, psychology, and cognitive science that may inform modern machine learning. In the past few years, machine learning methods---especially deep neural networks---have widely permeated the vision science, cognitive science, and neuroscience communities. As a result, scientific modeling in these fields has greatly benefited, producing a swath of potentially critical new insights into the human mind. Since human performance remains the gold standard for many tasks, these cross-disciplinary insights and analytical tools may point towards solutions to many of the current problems that machine learning researchers face (e.g., adversarial attacks, compression, continual learning, and self-supervised learning). Thus we propose to invite leading cognitive scientists with strong computational backgrounds to disseminate their findings to the machine learning community with the hope of closing the loop by nourishing new ideas and creating cross-disciplinary collaborations. In particular, this year's version of the workshop will have a heavy focus on the relative roles of larger datasets and stronger inductive biases as we work on tasks that go beyond object recognition.

Sat 7:45 a.m. - 8:00 a.m.
Arturo Deza, Josh Peterson, Ratan Murty, Tom Griffiths (Opening Remarks)  link »
Sat 8:00 a.m. - 8:30 a.m.
Martin Hebart (Talk)  link »
Sat 8:30 a.m. - 9:00 a.m.
David Mayo (Talk)  link »
Sat 9:00 a.m. - 9:30 a.m.
Tim Kietzmann (Talk)  link »
Sat 9:30 a.m. - 10:00 a.m.
S.P. Arun (Talk)  link »
Sat 10:00 a.m. - 10:15 a.m.
Robert Geirhos (Talk)  link »
Sat 10:15 a.m. - 10:30 a.m.
Aviv Netanyahu (Talk)  link »
Sat 10:30 a.m. - 11:30 a.m.
Poster Session  link »
Sat 11:30 a.m. - 12:00 p.m.
Grace Lindsay (Talk)  link »
Sat 12:00 p.m. - 12:30 p.m.
Leyla Isik (Talk)  link »
Sat 12:30 p.m. - 1:00 p.m.
Carlos Ponce (Talk)  link »
Sat 1:00 p.m. - 1:30 p.m.
Aude Oliva (Talk)  link »
Sat 1:30 p.m. - 1:45 p.m.
Salman Khan (Talk)  link »
Sat 1:45 p.m. - 2:00 p.m.
Melanie Sclar (Talk)  link »
Sat 2:00 p.m. - 3:00 p.m.
Poster Session  link »
Sat 3:00 p.m. - 3:30 p.m.
Bria Long (Talk)  link »
Sat 3:30 p.m. - 4:00 p.m.
Gamaleldin Elsayed (Talk)  link »
Sat 4:00 p.m. - 4:30 p.m.
Miguel Eckstein (Talk)  link »
Sat 4:30 p.m. - 5:00 p.m.
Alexei Efros (Talk)  link »
Sat 5:00 p.m. - 5:15 p.m.
Arturo Deza, Josh Peterson, Ratan Murty, Tom Griffiths (Concluding Remarks)  link »

Author Information

Arturo Deza (MIT)
Joshua Peterson (Princeton University)
N Apurva Ratan Murty (Massachusetts Institute of Technology)
Tom Griffiths (Princeton University)

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