Ilker Yildirim

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 34

Top Topics

Navier Stokes Equations

Top Venues

PLoS Comput. Biol.

Publications

Yutaro Yamada, Yihan Bao, Andrew Kyle Lampinen, Jungo Kasai, Ilker Yildirim
Evaluating Spatial Understanding of Large Language Models. Trans. Mach. Learn. Res. 2024 (2024)
Yutaro Yamada, Khyathi Chandu, Bill Yuchen Lin, Jack Hessel, Ilker Yildirim, Yejin Choi
L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects. CoRR (2024)
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) (2024)
Benjamin Peters, James J. DiCarlo, Todd M. Gureckis, Ralf Haefner, Leyla Isik, Joshua B. Tenenbaum, Talia Konkle, Thomas Naselaris, Kimberly Stachenfeld, Zenna Tavares, Doris Tsao, Ilker Yildirim, Nikolaus Kriegeskorte
How does the primate brain combine generative and discriminative computations in vision? CoRR (2024)
Ilker Yildirim, L. A. Paul
From task structures to world models: What do LLMs know? CoRR (2023)
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)
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 (2023)
Qi Lin, Zifan Li, John Lafferty, Ilker Yildirim
From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory traces. CoRR (2023)
Yingtian Tang, Yutaro Yamada, Yoyo Zhang, Ilker Yildirim
When are Lemons Purple? The Concept Association Bias of Vision-Language Models. EMNLP (2023)
Yutaro Yamada, Yihan Bao, Andrew K. Lampinen, Jungo Kasai, Ilker Yildirim
Evaluating Spatial Understanding of Large Language Models. CoRR (2023)
Yuting Zhang, Mario Belledonne, Tristan Yates, Ilker Yildirim
Where does the flow go? Humans automatically predict liquid pathing with coarse-grained simulation. CogSci (2023)
Yuting Zhang, Wenyan Bi, Ilker Yildirim
Perception of liquids relies on generalizable, physics-based representations. CogSci (2022)
Yutaro Yamada, Yingtian Tang, Ilker Yildirim
When are Lemons Purple? The Concept Association Bias of CLIP. CoRR (2022)
Michael Lopez-Brau, Joseph Kwon, Breanna McBean, Ilker Yildirim, Julian Jara-Ettinger
Detecting the involvement of agents through physical reasoning. CogSci (2021)
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)
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)
Mario Belledonne, Ilker Yildirim
Automatic computation of navigational affordances explains selective processing of geometry in scene perception: behavioral and computational evidence. CogSci (2021)
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)
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)
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)
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)
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 (2019)
Tomer 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)
Kevin Smith, Mario Belledonne, Ilker Yildirim, Jiajun Wu, Josh Tenenbaum
Real-time inference of physical properties in dynamic scenes. CogSci (2019)
Christopher Bates, Ilker Yildirim, Joshua B. Tenenbaum, Peter W. Battaglia
Modeling human intuitions about liquid flow with particle-based simulation. CoRR (2018)
Ilker Yildirim, Tobias Gerstenberg, Basil Saeed, Marc Toussaint, Josh Tenenbaum
Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints. CogSci (2017)
Michael Janner, Jiajun Wu, Tejas D. Kulkarni, Ilker Yildirim, Josh Tenenbaum
Self-Supervised Intrinsic Image Decomposition. NIPS (2017)
Ilker Yildirim, Josh Tenenbaum
Workshop proposal: Deep Learning in Computational Cognitive Science. CogSci (2017)
Ilker Yildirim, Michael Janner, Mario Belledonne, Christian Wallraven, Winrich Freiwald, Josh Tenenbaum
Causal and compositional generative models in online perception. CogSci (2017)
Ilker Yildirim, Tobias Gerstenberg, Basil Saeed, Marc Toussaint, Josh Tenenbaum
Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints. CoRR (2017)
Ilker Yildirim, Hasan Sözer
Automated Extraction of Feature Models from Android Based Portable Devices. QRS Companion (2017)
Michael Janner, Jiajun Wu, Tejas D. Kulkarni, Ilker Yildirim, Joshua B. Tenenbaum
Self-Supervised Intrinsic Image Decomposition. CoRR (2017)
Ilker Yildirim, Max H. Siegel, Josh Tenenbaum
Integrating physical reasoning and visual object recognition for fully occluded scene interpretation. CogSci (2016)
Kelsey R. Allen, Ilker Yildirim, Josh Tenenbaum
Integrating identification and perception: A case study of familiar and unfamiliar face processing. CogSci (2016)
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)
Christopher Bates, Peter W. Battaglia, Ilker Yildirim, Joshua B. Tenenbaum
Humans predict liquid dynamics using probabilistic simulation. CogSci (2015)
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)
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)
Ifeoma Nwogu, Goker Erdogan, Ilker Yildirim, Robert A. Jacobs
A Concept Learning Approach to Multisensory Object Perception. CoRR (2014)
Goker Erdogan, Ilker Yildirim, Robert A. Jacobs
Transfer of object shape knowledge across visual and haptic modalities. CogSci (2014)
Ilker Yildirim, Judith Degen, Michael K. Tanenhaus, T. Florian Jaeger
Linguistic Variability and Adaptation in Quantifier Meanings. CogSci (2013)
Ilker Yildirim, Robert A. Jacobs
A Rational Analysis of the Acquisition of Multisensory Representations. Cogn. Sci. 36 (2) (2012)
Ilker Yildirim, Oya Aran, Pinar Yolum, Lale Akarun
Cooperative Sign Language Tutoring: A Multiagent Approach. ESAW (2009)
Ilker Yildirim, Haluk Bingol
Cooperation with Complement is Better CoRR (2008)