Cooperation with Complement is Better - Ilker Yildirim; Haluk Bingol (CoRR, 2008)

Cooperative Sign Language Tutoring: A Multiagent Approach. - Ilker Yildirim; Oya Aran; Pinar Yolum; Lale Akarun (ESAW, 2009)

A Rational Analysis of the Acquisition of Multisensory Representations. - Ilker Yildirim; Robert A. Jacobs (Cogn. Sci., 2012)

Linguistic Variability and Adaptation in Quantifier Meanings. - Ilker Yildirim; Judith Degen; Michael K. Tanenhaus; T. Florian Jaeger (CogSci, 2013)

Transfer of object shape knowledge across visual and haptic modalities. - Goker Erdogan; Ilker Yildirim; Robert A. Jacobs (CogSci, 2014)

A Concept Learning Approach to Multisensory Object Perception. - Ifeoma Nwogu; Goker Erdogan; Ilker Yildirim; Robert A. Jacobs (CoRR, 2014)

Humans predict liquid dynamics using probabilistic simulation. - Christopher Bates; Peter W. Battaglia; Ilker Yildirim; Joshua B. Tenenbaum (CogSci, 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 (CogSci, 2015)

Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning. - Jiajun Wu 001; Ilker Yildirim; Joseph J. Lim; Bill Freeman; Joshua B. Tenenbaum (NIPS, 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)

Integrating identification and perception: A case study of familiar and unfamiliar face processing. - Kelsey R. Allen; Ilker Yildirim; Josh Tenenbaum 001 (CogSci, 2016)

Integrating physical reasoning and visual object recognition for fully occluded scene interpretation. - Ilker Yildirim; Max H. Siegel; Josh Tenenbaum 001 (CogSci, 2016)

Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints. - Ilker Yildirim; Tobias Gerstenberg; Basil Saeed; Marc Toussaint; Josh Tenenbaum 001 (CogSci, 2017)

Causal and compositional generative models in online perception. - Ilker Yildirim; Michael Janner; Mario Belledonne; Christian Wallraven; Winrich Freiwald; Josh Tenenbaum 001 (CogSci, 2017)

Workshop proposal: Deep Learning in Computational Cognitive Science. - Ilker Yildirim; Josh Tenenbaum 001 (CogSci, 2017)

Self-Supervised Intrinsic Image Decomposition. - Michael Janner; Jiajun Wu 001; Tejas D. Kulkarni; Ilker Yildirim; Josh Tenenbaum 001 (NIPS, 2017)

Automated Extraction of Feature Models from Android Based Portable Devices. - Ilker Yildirim; Hasan Sözer (QRS Companion, 2017)

Real-time inference of physical properties in dynamic scenes. - Kevin Smith 003; Mario Belledonne; Ilker Yildirim; Jiajun Wu 001; Josh Tenenbaum 001 (CogSci, 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 001; Elizabeth S. Spelke (CogSci, 2019)

Explaining intuitive difficulty judgments by modeling physical effort and risk. - Ilker Yildirim; Basil Saeed; Grace Bennett-Pierre; Tobias Gerstenberg; Josh Tenenbaum 001; Hyowon Gweon (CogSci, 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)

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 (CogSci, 2020)

Inverse Rendering Best Explains Face Perception Under Extreme Illuminations. - Bernhard Egger 001; Max H. Siegel; Riya Arora; Amir Arsalan Soltani; Ilker Yildirim; Josh Tenenbaum 001 (CogSci, 2020)

Automatic computation of navigational affordances explains selective processing of geometry in scene perception: behavioral and computational evidence. - Mario Belledonne; Ilker Yildirim (CogSci, 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 (CogSci, 2021)

Detecting the involvement of agents through physical reasoning. - Michael Lopez-Brau; Joseph Kwon; Breanna McBean; Ilker Yildirim; Julian Jara-Ettinger (CogSci, 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 001; Josh Tenenbaum 001; Ilker Yildirim (CogSci, 2021)

Perception of liquids relies on generalizable, physics-based representations. - Yuting Zhang; Wenyan Bi; Ilker Yildirim (CogSci, 2022)

When are Lemons Purple? The Concept Association Bias of CLIP. - Yutaro Yamada; Yingtian Tang; Ilker Yildirim (CoRR, 2022)

Perception of Mooney Faces: Extreme Generalization through Inverse Rendering? - Shreya Kapoor; Maximilian Weiherer; Max H. Siegel; Amir Arsalan Soltani; Ilker Yildirim; Josh Tenenbaum 001; Bernhard Egger 001 (CogSci, 2023)

Where does the flow go? Humans automatically predict liquid pathing with coarse-grained simulation. - Yuting Zhang; Mario Belledonne; Tristan Yates; Ilker Yildirim (CogSci, 2023)

When are Lemons Purple? The Concept Association Bias of Vision-Language Models. - Yingtian Tang; Yutaro Yamada; Yoyo Zhang; Ilker Yildirim (EMNLP, 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)

From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory traces. - Qi Lin; Zifan Li; John Lafferty; Ilker Yildirim (CoRR, 2023)

From task structures to world models: What do LLMs know? - Ilker Yildirim; L. A. Paul (CoRR, 2023)

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; et al. (CoRR, 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 001 (CoRR, 2024)

Evaluating Spatial Understanding of Large Language Models. - Yutaro Yamada; Yihan Bao; Andrew Kyle Lampinen; Jungo Kasai; Ilker Yildirim (Trans. Mach. Learn. Res., 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, 2024)