Ilker Yildirim

According to our database, Ilker Yildirim authored at least 39 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Three-Dimensional Reconstruction Pre-Training as a Prior to Improve Robustness to Adversarial Attacks and Spurious Correlation.

Yutaro Yamada, Fred Weiying Zhang, Yuval Kluger, Ilker Yildirim

Entropy, March, 2024

Evaluating Spatial Understanding of Large Language Models.

Yutaro Yamada, Yihan Bao, Andrew Kyle Lampinen, Jungo Kasai, Ilker Yildirim

Trans. Mach. Learn. Res., 2024

L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects.

Yutaro Yamada, Khyathi Raghavi Chandu, Bill Yuchen Lin, Jack Hessel, Ilker Yildirim, Yejin Choi

CoRR, 2024

How does the primate brain combine generative and discriminative computations in vision?

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

CoRR, 2024

2023

From task structures to world models: What do LLMs know?

Ilker Yildirim, L. A. Paul

CoRR, 2023

From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory traces.

Qi Lin, Zifan Li, John Lafferty, Ilker Yildirim

CoRR, 2023

3D Shape Perception Integrates Intuitive Physics and Analysis-by-Synthesis.

Ilker Yildirim, Max H. Siegel, Amir Arsalan Soltani, Shraman Ray Chaudhari, Joshua B. Tenenbaum

CoRR, 2023

When are Lemons Purple? The Concept Association Bias of Vision-Language Models.

Yingtian Tang, Yutaro Yamada, Yoyo Zhang, Ilker Yildirim

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Where does the flow go? Humans automatically predict liquid pathing with coarse-grained simulation.

Yuting Zhang, Mario Belledonne, Tristan Yates, Ilker Yildirim

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Perception of Mooney Faces: Extreme Generalization through Inverse Rendering?

Shreya Kapoor, Maximilian Weiherer, Max H. Siegel, Amir Arsalan Soltani, Ilker Yildirim, Josh Tenenbaum, Bernhard Egger

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022

When are Lemons Purple? The Concept Association Bias of CLIP.

Yutaro Yamada, Yingtian Tang, Ilker Yildirim

CoRR, 2022

Perception of liquids relies on generalizable, physics-based representations.

Yuting Zhang, Wenyan Bi, Ilker Yildirim

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

2021

Seeing in the dark: Testing deep neural network and analysis-by-synthesis accounts of 3D shape perception with highly degraded images.

Hakan Yilmaz, Gargi Singh, Bernhard Egger, Josh Tenenbaum, Ilker Yildirim

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Detecting the involvement of agents through physical reasoning.

Michael Lopez-Brau, Joseph Kwon, Breanna McBean, Ilker Yildirim, Julian Jara-Ettinger

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Perception of soft materials relies on physics-based object representations: Behavioral and computational evidence.

Wenyan Bi, Aalap D. Shah, Kimberly W. Wong, Brian J. Scholl, Ilker Yildirim

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Automatic computation of navigational affordances explains selective processing of geometry in scene perception: behavioral and computational evidence.

Mario Belledonne, Ilker Yildirim

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020

Inverse Rendering Best Explains Face Perception Under Extreme Illuminations.

Bernhard Egger, Max H. Siegel, Riya Arora, Amir Arsalan Soltani, Ilker Yildirim, Josh Tenenbaum

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Modeling temporal attention in dynamic scenes: Hypothesis-driven resource allocation using adaptive computation explains both objective tracking performance and subjective effort judgments.

Eivinas Butkus, Mario Belledonne, Brian J. Scholl, Ilker Yildirim

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

Modeling human intuitions about liquid flow with particle-based simulation.

Christopher Bates, Ilker Yildirim, Joshua B. Tenenbaum, Peter W. Battaglia

PLoS Comput. Biol., 2019

Explaining intuitive difficulty judgments by modeling physical effort and risk.

Ilker Yildirim, Basil Saeed, Grace Bennett-Pierre, Tobias Gerstenberg, Josh Tenenbaum, Hyowon Gweon

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Draping an Elephant: Uncovering Children's Reasoning About Cloth-Covered Objects.

Tomer D. Ullman, Eliza Kosoy, Ilker Yildirim, Amir Arsalan Soltani, Max H. Siegel, Josh Tenenbaum, Elizabeth S. Spelke

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Real-time inference of physical properties in dynamic scenes.

Kevin Smith, Mario Belledonne, Ilker Yildirim, Jiajun Wu, Josh Tenenbaum

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2017

Automated Extraction of Feature Models from Android Based Portable Devices.

Ilker Yildirim, Hasan Sözer

Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

Self-Supervised Intrinsic Image Decomposition.

Michael Janner, Jiajun Wu, Tejas D. Kulkarni, Ilker Yildirim, Josh Tenenbaum

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Workshop proposal: Deep Learning in Computational Cognitive Science.

Ilker Yildirim, Josh Tenenbaum

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Causal and compositional generative models in online perception.

Ilker Yildirim, Michael Janner, Mario Belledonne, Christian Wallraven, Winrich Freiwald, Josh Tenenbaum

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints.

Ilker Yildirim, Tobias Gerstenberg, Basil Saeed, Marc Toussaint, Josh Tenenbaum

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016

Integrating physical reasoning and visual object recognition for fully occluded scene interpretation.

Ilker Yildirim, Max H. Siegel, Josh Tenenbaum

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Integrating identification and perception: A case study of familiar and unfamiliar face processing.

Kelsey R. Allen, Ilker Yildirim, Josh Tenenbaum

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015

From Sensory Signals to Modality-Independent Conceptual Representations: A Probabilistic Language of Thought Approach.

Goker Erdogan, Ilker Yildirim, Robert A. Jacobs

PLoS Comput. Biol., 2015

Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning.

Jiajun Wu, Ilker Yildirim, Joseph J. Lim, Bill Freeman, Joshua B. Tenenbaum

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Efficient analysis-by-synthesis in vision: A computational framework, behavioral tests, and modeling neuronal representations.

Ilker Yildirim, Tejas D. Kulkarni, Winrich Freiwald, Joshua B. Tenenbaum

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Humans predict liquid dynamics using probabilistic simulation.

Christopher Bates, Peter W. Battaglia, Ilker Yildirim, Joshua B. Tenenbaum

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014

A Concept Learning Approach to Multisensory Object Perception.

Ifeoma Nwogu, Goker Erdogan, Ilker Yildirim, Robert A. Jacobs

CoRR, 2014

Transfer of object shape knowledge across visual and haptic modalities.

Goker Erdogan, Ilker Yildirim, Robert A. Jacobs

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013

Linguistic Variability and Adaptation in Quantifier Meanings.

Ilker Yildirim, Judith Degen, Michael K. Tanenhaus, T. Florian Jaeger

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012

A Rational Analysis of the Acquisition of Multisensory Representations.

Ilker Yildirim, Robert A. Jacobs

Cogn. Sci., 2012

2009

Cooperative Sign Language Tutoring: A Multiagent Approach.

Ilker Yildirim, Oya Aran, Pinar Yolum, Lale Akarun

Proceedings of the Engineering Societies in the Agents World X, 2009

2008

Cooperation with Complement is Better

Ilker Yildirim, Haluk Bingol

CoRR, 2008