Ilker Yildirim
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Galileo: Perceiving physical object properties by integrating a physics engine with deep learning
J Wu, I Yildirim*, J Lim, WT Freeman, JB Tenenbaum
NIPS, 2015
2702015
Humans predict liquid dynamics using probabilistic simulation.
C Bates, PW Battaglia, I Yildirim, JB Tenenbaum
CogSci, 2015
982015
Self-supervised intrinsic image decomposition
M Janner, J Wu, TD Kulkarni, I Yildirim, JB Tenenbaum
arXiv preprint arXiv:1711.03678, 2017
722017
Efficient analysis-by-synthesis in vision: A computational framework, behavioral tests, and comparison with neural representations
I Yildirim, TD Kulkarni, WA Freiwald, JB Tenenbaum
Thirty-Seventh Annual Conference of the Cognitive Science Society, 2015
70*2015
Bayesian inference: Gibbs sampling
I Yildirim
Technical Note, University of Rochester, 2012
682012
Talker-specificity and adaptation in quantifier interpretation
I Yildirim, J Degen, MK Tanenhaus, TF Jaeger
Journal of Memory and Language, 2015
612015
Transfer of Object Category Knowledge Across Visual and Haptic Modalities: Experimental and Computational Studies
I Yildirim, RA Jacobs
Cognition 126, 135-148, 2013
432013
Bayesian inference: Metropolis-hastings sampling
I Yildirim
Dept. of Brain and Cognitive Sciences, Univ. of Rochester, Rochester, NY, 2012
392012
Efficient inverse graphics in biological face processing
I Yildirim, M Belledonne, W Freiwald, J Tenenbaum
Science advances 6 (10), eaax5979, 2020
322020
Learning Multisensory Representations for Auditory-Visual Transfer of Sequence Category Knowledge: A Probabilistic Language of Thought Approach
I Yildirim, RA Jacobs
Psychonomic Bulletin & Review, 2014
322014
A Rational Analysis of the Acquisition of Multisensory Representations
İ Yildirim, RA Jacobs
Cognitive Science 36 (2), 305-332, 2012
312012
From sensory signals to modality-independent conceptual representations: A probabilistic language of thought approach
G Erdogan, I Yildirim, RA Jacobs
PLoS computational biology 11 (11), e1004610, 2015
272015
Linguistic Variability and Adaptation in Quantifier Meanings
I Yildirim, J Degen, MK Tanenhaus, TF Jaeger
Proceedings of the Thirty-Fifth Annual Conference of the Cognitive Science …, 2013
232013
Deep Generative Vision as Approximate Bayesian Computation
TD Kulkarni, I Yildirim, P Kohli, WA Freiwald, JB Tenenbaum
NIPS 2014 ABC Workshop, 2014
192014
Modeling human intuitions about liquid flow with particle-based simulation
CJ Bates, I Yildirim, JB Tenenbaum, P Battaglia
PLoS computational biology 15 (7), e1007210, 2019
182019
An integrative computational architecture for object-driven cortex
I Yildirim, J Wu, N Kanwisher, J Tenenbaum
Current opinion in neurobiology 55, 73-81, 2019
142019
Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints
I Yildirim, T Gerstenberg, B Saeed, M Toussaint, J Tenenbaum
arXiv preprint arXiv:1707.08212, 2017
122017
Transfer of object shape knowledge across visual and haptic modalities
G Erdogan, I Yildirim, RA Jacobs
Thirty-Sixth Annual Conference of the Cognitive Science Society., 2014
92014
Causal and compositional generative models in online perception.
I Yildirim, M Janner, M Belledonne, C Wallraven, W Freiwald, ...
CogSci, 2017
72017
From perception to conception: learning multisensory representations
I Yildirim
University of Rochester, 2014
62014
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