Workshop: Shared Visual Representations in Human and Machine Intelligence (SVRHM)

Arturo Deza, Joshua Peterson, N Apurva Ratan Murty, Tom Griffiths

2020-12-12T07:50:00-08:00 - 2020-12-12T17:10:00-08:00
Abstract: 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.

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Schedule

2020-12-12T07:50:00-08:00 - 2020-12-12T08:00:00-08:00
Arturo Deza, Josh Peterson, Ratan Murty, Tom Griffiths
2020-12-12T08:00:00-08:00 - 2020-12-12T08:30:00-08:00
Martin Hebart
2020-12-12T08:30:00-08:00 - 2020-12-12T09:00:00-08:00
Grace Lindsay
2020-12-12T09:00:00-08:00 - 2020-12-12T09:30:00-08:00
Tim Kietzmann
2020-12-12T09:30:00-08:00 - 2020-12-12T10:00:00-08:00
S.P. Arun
2020-12-12T10:00:00-08:00 - 2020-12-12T10:15:00-08:00
Robert Geirhos
2020-12-12T10:15:00-08:00 - 2020-12-12T10:30:00-08:00
Aviv Netanyahu
2020-12-12T10:30:00-08:00 - 2020-12-12T11:30:00-08:00
Poster Session
2020-12-12T11:30:00-08:00 - 2020-12-12T12:00:00-08:00
David Mayo
2020-12-12T12:00:00-08:00 - 2020-12-12T12:30:00-08:00
Leyla Isik
2020-12-12T12:30:00-08:00 - 2020-12-12T13:00:00-08:00
Carlos Ponce
2020-12-12T13:00:00-08:00 - 2020-12-12T13:30:00-08:00
Aude Oliva
2020-12-12T13:30:00-08:00 - 2020-12-12T13:45:00-08:00
Salman Khan
2020-12-12T13:45:00-08:00 - 2020-12-12T14:00:00-08:00
Melanie Sclar
2020-12-12T14:00:00-08:00 - 2020-12-12T15:00:00-08:00
Poster Session
2020-12-12T15:00:00-08:00 - 2020-12-12T15:30:00-08:00
Bria Long
2020-12-12T15:30:00-08:00 - 2020-12-12T16:00:00-08:00
Gamaleldin Elsayed
2020-12-12T16:00:00-08:00 - 2020-12-12T16:30:00-08:00
Miguel Eckstein
2020-12-12T16:30:00-08:00 - 2020-12-12T17:00:00-08:00
Alyosha Efros
2020-12-12T17:00:00-08:00 - 2020-12-12T17:10:00-08:00
Arturo Deza, Josh Peterson, Ratan Murty, Tom Griffiths