REMINDER
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Dear all,
The CEU Department of Cognitive Science cordially invites you to its next week talk by:
Constantin Rothkopf (TU Darmstadt)
Date: Wednesday, September 26, 2018 - 17:10-18:40
Host: Jozsef Fiser
Location: Department of Cognitive Science, CEU, Oktober 6 street 7, room 101.
Title: From vision to cognition and action
In the last few years computer vision has made tremendous progress in answering
questions such as "what is where" in an image. But human abilities to act on and
reason about the visual world exceed current systems by far. The first part of the talk
will present recent work on the exquisite adaptability of the visual system's active
role in acquiring information in one of the most often carried out visual behaviors, i.e.
blinking. Subjects were able to learn environmental regularities and adapted their
blinking behavior strategically to better detect future events, based on their current
beliefs. The observed behavior is in accordance with a computational model based on
optimal control trading off intrinsic costs for blink suppression with task-related costs
for missing an event under perceptual uncertainty. The second part of the talk will
revisit a set of classic cognitive vision tasks, the Bongard problems. Using a formal
language representing complex visual concepts and Bayesian inference, complex visual
concepts can be induced from the examples that are provided in each Bongard problem, very
similar to previous work on the rational analysis of rule-based concept learning. Contrary
to other concept learning problems the examples are not random in Bongard problems,
instead they are carefully chosen to communicate the concept, hence requiring pragmatic
reasoning. Taking pragmatic reasoning into account we find good agreement between the
concepts with high posterior probability and the solutions formulated by Bongard himself.
While this approach is far from solving all Bongard problems, it solves the biggest
fraction yet.
This is joint work with Stefan Depeweg, Frank Jaekel, Stefan Helfmann, and David Hoppe.
See more at:
https://cognitivescience.ceu.edu/events/2018-09-26/departmental-colloquium-…
We look forward to seeing you there!
Cognitive Science Events at CEU:
http://cognitivescience.ceu.edu/events
Györgyné Finta (Réka)
Department Coordinator
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Central European University
Department of Cognitive Science
H-1051 Budapest
Oktober 6 utca 7.
tel: (36-1) 887-5138
fax: (36-1) 887-5010
http://www.ceu.edu
http://cognitivescience.ceu.edu
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