Search Results for author: Goker Erdogan

Found 2 papers, 0 papers with code

SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition

no code implementations7 Jun 2021 Rishabh Kabra, Daniel Zoran, Goker Erdogan, Loic Matthey, Antonia Creswell, Matthew Botvinick, Alexander Lerchner, Christopher P. Burgess

Leveraging the shared structure that exists across different scenes, our model learns to infer two sets of latent representations from RGB video input alone: a set of "object" latents, corresponding to the time-invariant, object-level contents of the scene, as well as a set of "frame" latents, corresponding to global time-varying elements such as viewpoint.

Instance Segmentation Semantic Segmentation

A Concept Learning Approach to Multisensory Object Perception

no code implementations23 Sep 2014 Ifeoma Nwogu, Goker Erdogan, Ilker Yildirim, Robert Jacobs

This paper presents a computational model of concept learning using Bayesian inference for a grammatically structured hypothesis space, and test the model on multisensory (visual and haptics) recognition of 3D objects.

Bayesian Inference

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