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ORCIDIlker Yildirim
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2020 – today
- 2024
[j5]Yutaro Yamada, Fred Weiying Zhang, Yuval Kluger, Ilker Yildirim
:
Three-Dimensional Reconstruction Pre-Training as a Prior to Improve Robustness to Adversarial Attacks and Spurious Correlation. Entropy 26(3): 258 (2024)- [j4]Yutaro Yamada, Yihan Bao, Andrew Kyle Lampinen, Jungo Kasai, Ilker Yildirim:
Evaluating Spatial Understanding of Large Language Models. Trans. Mach. Learn. Res. 2024 (2024) - [i13]Benjamin Peters, James J. DiCarlo, Todd M. Gureckis, Ralf Haefner, Leyla Isik, Joshua B. Tenenbaum, Talia Konkle, Thomas Naselaris, Kimberly L. Stachenfeld, Zenna Tavares, Doris Tsao, Ilker Yildirim, Nikolaus Kriegeskorte:
How does the primate brain combine generative and discriminative computations in vision? CoRR abs/2401.06005 (2024) - [i12]Yutaro Yamada, Khyathi Raghavi Chandu, Bill Yuchen Lin, Jack Hessel, Ilker Yildirim, Yejin Choi:
L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects. CoRR abs/2402.09052 (2024) - 2023
- [c26]Shreya Kapoor, Maximilian Weiherer, Max H. Siegel, Amir Arsalan Soltani, Ilker Yildirim, Josh Tenenbaum, Bernhard Egger:
Perception of Mooney Faces: Extreme Generalization through Inverse Rendering? CogSci 2023 - [c25]Yuting Zhang, Mario Belledonne, Tristan Yates, Ilker Yildirim:
Where does the flow go? Humans automatically predict liquid pathing with coarse-grained simulation. CogSci 2023 - [c24]Yingtian Tang, Yutaro Yamada, Yoyo Zhang, Ilker Yildirim:
When are Lemons Purple? The Concept Association Bias of Vision-Language Models. EMNLP 2023: 14333-14348 - [i11]Ilker Yildirim, Max H. Siegel, Amir Arsalan Soltani, Shraman Ray Chaudhari, Joshua B. Tenenbaum:
3D Shape Perception Integrates Intuitive Physics and Analysis-by-Synthesis. CoRR abs/2301.03711 (2023) - [i10]Qi Lin, Zifan Li, John Lafferty, Ilker Yildirim:
From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory traces. CoRR abs/2302.10392 (2023) - [i9]Ilker Yildirim, L. A. Paul:
From task structures to world models: What do LLMs know? CoRR abs/2310.04276 (2023) - [i8]Yutaro Yamada, Yihan Bao, Andrew K. Lampinen, Jungo Kasai, Ilker Yildirim:
Evaluating Spatial Understanding of Large Language Models. CoRR abs/2310.14540 (2023) - 2022
- [c23]Yuting Zhang, Wenyan Bi, Ilker Yildirim:
Perception of liquids relies on generalizable, physics-based representations. CogSci 2022 - [i7]Yutaro Yamada, Yingtian Tang, Ilker Yildirim:
When are Lemons Purple? The Concept Association Bias of CLIP. CoRR abs/2212.12043 (2022) - 2021
- [c22]Mario Belledonne, Ilker Yildirim:
Automatic computation of navigational affordances explains selective processing of geometry in scene perception: behavioral and computational evidence. CogSci 2021 - [c21]Wenyan Bi, Aalap D. Shah, Kimberly W. Wong, Brian J. Scholl, Ilker Yildirim:
Perception of soft materials relies on physics-based object representations: Behavioral and computational evidence. CogSci 2021 - [c20]Michael Lopez-Brau, Joseph Kwon, Breanna McBean, Ilker Yildirim, Julian Jara-Ettinger:
Detecting the involvement of agents through physical reasoning. CogSci 2021 - [c19]Hakan Yilmaz, Gargi Singh, Bernhard Egger, Josh Tenenbaum, Ilker Yildirim:
Seeing in the dark: Testing deep neural network and analysis-by-synthesis accounts of 3D shape perception with highly degraded images. CogSci 2021 - 2020
- [c18]Eivinas Butkus, Mario Belledonne, Brian J. Scholl, Ilker Yildirim:
Modeling temporal attention in dynamic scenes: Hypothesis-driven resource allocation using adaptive computation explains both objective tracking performance and subjective effort judgments. CogSci 2020 - [c17]Bernhard Egger, Max H. Siegel, Riya Arora, Amir Arsalan Soltani, Ilker Yildirim, Josh Tenenbaum:
Inverse Rendering Best Explains Face Perception Under Extreme Illuminations. CogSci 2020
2010 – 2019
- 2019
- [j3]Christopher Bates, Ilker Yildirim, Joshua B. Tenenbaum, Peter W. Battaglia:
Modeling human intuitions about liquid flow with particle-based simulation. PLoS Comput. Biol. 15(7) (2019) - [c16]Ilker Yildirim, Basil Saeed, Grace Bennett-Pierre, Tobias Gerstenberg, Josh Tenenbaum, Hyowon Gweon:
Explaining intuitive difficulty judgments by modeling physical effort and risk. CogSci 2019: 1233 - [c15]Tomer D. Ullman, Eliza Kosoy, Ilker Yildirim, Amir Arsalan Soltani, Max H. Siegel, Josh Tenenbaum, Elizabeth S. Spelke:
Draping an Elephant: Uncovering Children's Reasoning About Cloth-Covered Objects. CogSci 2019: 3008-3014 - [c14]Kevin Smith, Mario Belledonne, Ilker Yildirim, Jiajun Wu, Josh Tenenbaum:
Real-time inference of physical properties in dynamic scenes. CogSci 2019: 3362 - [i6]Ilker Yildirim, Basil Saeed, Grace Bennett-Pierre, Tobias Gerstenberg, Joshua B. Tenenbaum, Hyowon Gweon:
Explaining intuitive difficulty judgments by modeling physical effort and risk. CoRR abs/1905.04445 (2019) - 2018
- [i5]Christopher Bates, Ilker Yildirim, Joshua B. Tenenbaum, Peter W. Battaglia:
Modeling human intuitions about liquid flow with particle-based simulation. CoRR abs/1809.01524 (2018) - 2017
- [c13]Ilker Yildirim, Tobias Gerstenberg, Basil Saeed, Marc Toussaint, Josh Tenenbaum:
Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints. CogSci 2017 - [c12]Ilker Yildirim, Michael Janner, Mario Belledonne, Christian Wallraven, Winrich Freiwald, Josh Tenenbaum:
Causal and compositional generative models in online perception. CogSci 2017 - [c11]Ilker Yildirim, Josh Tenenbaum:
Workshop proposal: Deep Learning in Computational Cognitive Science. CogSci 2017 - [c10]Michael Janner, Jiajun Wu, Tejas D. Kulkarni, Ilker Yildirim, Josh Tenenbaum:
Self-Supervised Intrinsic Image Decomposition. NIPS 2017: 5936-5946 - [c9]Ilker Yildirim, Hasan Sözer:
Automated Extraction of Feature Models from Android Based Portable Devices. QRS Companion 2017: 441-448 - [i4]Ilker Yildirim, Tobias Gerstenberg, Basil Saeed, Marc Toussaint, Josh Tenenbaum:
Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints. CoRR abs/1707.08212 (2017) - [i3]Michael Janner, Jiajun Wu, Tejas D. Kulkarni, Ilker Yildirim, Joshua B. Tenenbaum:
Self-Supervised Intrinsic Image Decomposition. CoRR abs/1711.03678 (2017) - 2016
- [c8]Kelsey R. Allen, Ilker Yildirim, Josh Tenenbaum:
Integrating identification and perception: A case study of familiar and unfamiliar face processing. CogSci 2016 - [c7]Ilker Yildirim, Max H. Siegel, Josh Tenenbaum:
Integrating physical reasoning and visual object recognition for fully occluded scene interpretation. CogSci 2016 - 2015
- [j2]Goker Erdogan, Ilker Yildirim, Robert A. Jacobs:
From Sensory Signals to Modality-Independent Conceptual Representations: A Probabilistic Language of Thought Approach. PLoS Comput. Biol. 11(11) (2015) - [c6]Christopher Bates, Peter W. Battaglia, Ilker Yildirim, Joshua B. Tenenbaum:
Humans predict liquid dynamics using probabilistic simulation. CogSci 2015 - [c5]Ilker Yildirim, Tejas D. Kulkarni, Winrich Freiwald, Joshua B. Tenenbaum:
Efficient analysis-by-synthesis in vision: A computational framework, behavioral tests, and modeling neuronal representations. CogSci 2015 - [c4]Jiajun Wu, Ilker Yildirim, Joseph J. Lim, Bill Freeman, Joshua B. Tenenbaum:
Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning. NIPS 2015: 127-135 - 2014
- [c3]Goker Erdogan, Ilker Yildirim, Robert A. Jacobs:
Transfer of object shape knowledge across visual and haptic modalities. CogSci 2014 - [i2]Ifeoma Nwogu, Goker Erdogan, Ilker Yildirim, Robert A. Jacobs:
A Concept Learning Approach to Multisensory Object Perception. CoRR abs/1409.6745 (2014) - 2013
- [c2]Ilker Yildirim, Judith Degen, Michael K. Tanenhaus, T. Florian Jaeger:
Linguistic Variability and Adaptation in Quantifier Meanings. CogSci 2013 - 2012
- [j1]Ilker Yildirim, Robert A. Jacobs:
A Rational Analysis of the Acquisition of Multisensory Representations. Cogn. Sci. 36(2): 305-332 (2012)
2000 – 2009
- 2009
- [c1]Ilker Yildirim, Oya Aran, Pinar Yolum, Lale Akarun:
Cooperative Sign Language Tutoring: A Multiagent Approach. ESAW 2009: 213-228 - 2008
- [i1]Ilker Yildirim, Haluk Bingol:
Cooperation with Complement is Better. CoRR abs/0806.3938 (2008)
Coauthor Index
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