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Ilker Yildirim
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Year
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
4072015
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
171*2019
Efficient inverse graphics in biological face processing
I Yildirim, M Belledonne, W Freiwald, J Tenenbaum
Science advances 6 (10), eaax5979, 2020
170*2020
Self-supervised intrinsic image decomposition
M Janner, J Wu, TD Kulkarni, I Yildirim, J Tenenbaum
Advances in neural information processing systems 30, 2017
1272017
Bayesian inference: Gibbs sampling
I Yildirim
Technical Note, University of Rochester, 2012
1022012
Talker-specificity and adaptation in quantifier interpretation
I Yildirim, J Degen, MK Tanenhaus, TF Jaeger
Journal of Memory and Language, 2015
852015
Bayesian inference: Metropolis-hastings sampling
I Yildirim
Dept. of Brain and Cognitive Sciences, Univ. of Rochester, Rochester, NY, 2012
732012
Transfer of Object Category Knowledge Across Visual and Haptic Modalities: Experimental and Computational Studies
I Yildirim, RA Jacobs
Cognition 126, 135-148, 2013
592013
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
432015
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
432014
A Rational Analysis of the Acquisition of Multisensory Representations
İ Yildirim, RA Jacobs
Cognitive Science 36 (2), 305-332, 2012
402012
An integrative computational architecture for object-driven cortex
I Yildirim, J Wu, N Kanwisher, J Tenenbaum
Current opinion in neurobiology 55, 73-81, 2019
302019
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
292013
When are lemons purple? the concept association bias of vision-language models
Y Tang, Y Yamada, Y Zhang, I Yildirim
Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023
24*2023
Deep Generative Vision as Approximate Bayesian Computation
TD Kulkarni, I Yildirim, P Kohli, WA Freiwald, JB Tenenbaum
NIPS 2014 ABC Workshop, 2014
222014
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
192017
Explaining intuitive difficulty judgments by modeling physical effort and risk
I Yildirim, B Saeed, G Bennett-Pierre, T Gerstenberg, J Tenenbaum, ...
arXiv preprint arXiv:1905.04445, 2019
162019
From task structures to world models: What do LLMs know?
I Yildirim, LA Paul
Trends in Cognitive Sciences, 2023
122023
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
122014
Causal and compositional generative models in online perception.
I Yildirim, M Janner, M Belledonne, C Wallraven, W Freiwald, ...
CogSci, 2017
112017
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