Ilker Yildirim

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Joshua B. TenenbaumMITVerified email at mit.edu
Jiajun WuStanford UniversityVerified email at cs.stanford.edu
Robert JacobsProfessor of Brain and Cognitive Sciences, University of RochesterVerified email at bcs.rochester.edu
Tejas KulkarniDeepMind, Massachusetts Institute of TechnologyVerified email at mit.edu
Mario BelledonneYale UniversityVerified email at yale.edu
Joseph J. LimAssociate Professor at KAISTVerified email at csail.mit.edu
Peter BattagliaResearch Scientist, DeepMindVerified email at google.com
Christopher J. BatesPostdoctoral Fellow, Harvard PsychologyVerified email at g.harvard.edu
Tim Florian JaegerBrain and Cognitive Sciences, University of RochesterVerified email at ur.rochester.edu
Michael K TanenhausBeverly Petterson Bishop and Charles W. Bishop Professor of Brain and Cognitive Sciences, EmeritusVerified email at ur.rochester.edu
Judith DegenAssistant professor, Stanford University (Linguistics)Verified email at stanford.edu
Goker ErdoganResearch Scientist at DeepMindVerified email at bcs.rochester.edu
Tobias GerstenbergStanford UniversityVerified email at stanford.edu
Pushmeet KohliDeepMindVerified email at google.com
Marc ToussaintProfessor of Computer Science, TU Berlin, GermanyVerified email at tu-berlin.de
Pınar YolumUtrecht UniversityVerified email at uu.nl
Christian WallravenKorea UniversityVerified email at korea.ac.kr
Lale AkarunProfessor of Computer Engineering, Bogazici UniversityVerified email at boun.edu.tr
Oya AranGroup head @ Procter & Gamble R&D Data Scence & AIVerified email at pg.com
Ifeoma NwoguComputer Science and Engineering, University at Buffalo, SUNYVerified email at buffalo.edu

Ilker Yildirim

Yale University

Verified email at yale.edu - Homepage

cognitive science neuroscience artificial intelligence


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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	377	2015
Humans predict liquid dynamics using probabilistic simulation. C Bates, PW Battaglia, I Yildirim, JB Tenenbaum CogSci, 2015	122	2015
Self-supervised intrinsic image decomposition M Janner, J Wu, TD Kulkarni, I Yildirim, J Tenenbaum Advances in neural information processing systems 30, 2017	118	2017
Bayesian inference: Gibbs sampling I Yildirim Technical Note, University of Rochester, 2012	99	2012
Talker-specificity and adaptation in quantifier interpretation I Yildirim, J Degen, MK Tanenhaus, TF Jaeger Journal of Memory and Language, 2015	80	2015
Efficient inverse graphics in biological face processing I Yildirim, M Belledonne, W Freiwald, J Tenenbaum Science advances 6 (10), eaax5979, 2020	79	2020
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	76*	2015
Bayesian inference: Metropolis-hastings sampling I Yildirim Dept. of Brain and Cognitive Sciences, Univ. of Rochester, Rochester, NY, 2012	67	2012
Transfer of Object Category Knowledge Across Visual and Haptic Modalities: Experimental and Computational Studies I Yildirim, RA Jacobs Cognition 126, 135-148, 2013	52	2013
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	39	2015
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	39	2014
A Rational Analysis of the Acquisition of Multisensory Representations İ Yildirim, RA Jacobs Cognitive Science 36 (2), 305-332, 2012	37	2012
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	35	2019
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	29	2013
An integrative computational architecture for object-driven cortex I Yildirim, J Wu, N Kanwisher, J Tenenbaum Current opinion in neurobiology 55, 73-81, 2019	25	2019
Deep Generative Vision as Approximate Bayesian Computation TD Kulkarni, I Yildirim, P Kohli, WA Freiwald, JB Tenenbaum NIPS 2014 ABC Workshop, 2014	23	2014
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	16	2017
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	11	2019
Causal and compositional generative models in online perception. I Yildirim, M Janner, M Belledonne, C Wallraven, W Freiwald, ... CogSci, 2017	11	2017
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	10	2014

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