Ilker Yildirim

48 papers A* 1B 24Journal 18Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects. NAACL (System Demonstrations) Yutaro Yamada, Khyathi Raghavi Chandu, Bill Yuchen Lin, Jack Hessel, Ilker Yildirim, Yejin Choi
2025	B	`conf`	New Perspectives in Computational Modeling of Human Attention. CogSci Ilker Yildirim
2024	B	`conf`	An Intuitive Physics Approach to Modeling Melodic Expectation. CogSci Breanna K. Nguyen, Ilker Yildirim
2024	J	`jnl`	Evaluating Spatial Understanding of Large Language Models. Trans. Mach. Learn. Res. Yutaro Yamada, Yihan Bao, Andrew Kyle Lampinen, Jungo Kasai, Ilker Yildirim
2024	B	`conf`	Generative Semantic Transformation Process: A Case Study in Goal Prediction via Online Bayesian Language Inference. CogSci Lorenss Martinsons, John Muchovej, Ilker Yildirim
2024	J	`jnl`	How does the primate brain combine generative and discriminative computations in vision? CoRR 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
2024	J	`jnl`	L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects. CoRR Yutaro Yamada, Khyathi Raghavi Chandu, Bill Yuchen Lin, Jack Hessel, Ilker Yildirim, Yejin Choi
2024	J	`jnl`	Three-Dimensional Reconstruction Pre-Training as a Prior to Improve Robustness to Adversarial Attacks and Spurious Correlation. Entropy Yutaro Yamada, Fred Weiying Zhang, Yuval Kluger, Ilker Yildirim
2023	J	`jnl`	3D Shape Perception Integrates Intuitive Physics and Analysis-by-Synthesis. CoRR Ilker Yildirim, Max H. Siegel, Amir Arsalan Soltani, Shraman Ray Chaudhari, Joshua B. Tenenbaum
2023	J	`jnl`	Evaluating Spatial Understanding of Large Language Models. CoRR Yutaro Yamada, Yihan Bao, Andrew K. Lampinen, Jungo Kasai, Ilker Yildirim
2023	J	`jnl`	From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory traces. CoRR Qi Lin, Zifan Li, John Lafferty, Ilker Yildirim
2023	J	`jnl`	From task structures to world models: What do LLMs know? CoRR Ilker Yildirim, L. A. Paul
2023	B	`conf`	Perception of Mooney Faces: Extreme Generalization through Inverse Rendering? CogSci Shreya Kapoor, Maximilian Weiherer, Max H. Siegel, Amir Arsalan Soltani, Ilker Yildirim, Josh Tenenbaum, Bernhard Egger
2023	A*	`conf`	When are Lemons Purple? The Concept Association Bias of Vision-Language Models. EMNLP Yingtian Tang, Yutaro Yamada, Yoyo Zhang, Ilker Yildirim
2023	B	`conf`	Where does the flow go? Humans automatically predict liquid pathing with coarse-grained simulation. CogSci Yuting Zhang, Mario Belledonne, Tristan Yates, Ilker Yildirim
2022	B	`conf`	Perception of liquids relies on generalizable, physics-based representations. CogSci Yuting Zhang, Wenyan Bi, Ilker Yildirim
2022	J	`jnl`	When are Lemons Purple? The Concept Association Bias of CLIP. CoRR Yutaro Yamada, Yingtian Tang, Ilker Yildirim
2021	B	`conf`	Automatic computation of navigational affordances explains selective processing of geometry in scene perception: behavioral and computational evidence. CogSci Mario Belledonne, Ilker Yildirim
2021	B	`conf`	Detecting the involvement of agents through physical reasoning. CogSci Michael Lopez-Brau, Joseph Kwon, Breanna McBean, Ilker Yildirim, Julian Jara-Ettinger
2021	B	`conf`	Perception of soft materials relies on physics-based object representations: Behavioral and computational evidence. CogSci Wenyan Bi, Aalap D. Shah, Kimberly W. Wong, Brian J. Scholl, Ilker Yildirim
2021	B	`conf`	Seeing in the dark: Testing deep neural network and analysis-by-synthesis accounts of 3D shape perception with highly degraded images. CogSci Hakan Yilmaz, Gargi Singh, Bernhard Egger, Josh Tenenbaum, Ilker Yildirim
2020	B	`conf`	Inverse Rendering Best Explains Face Perception Under Extreme Illuminations. CogSci Bernhard Egger, Max H. Siegel, Riya Arora, Amir Arsalan Soltani, Ilker Yildirim, Josh Tenenbaum
2020	B	`conf`	Modeling temporal attention in dynamic scenes: Hypothesis-driven resource allocation using adaptive computation explains both objective tracking performance and subjective effort judgments. CogSci Eivinas Butkus, Mario Belledonne, Brian J. Scholl, Ilker Yildirim
2019	B	`conf`	Draping an Elephant: Uncovering Children's Reasoning About Cloth-Covered Objects. CogSci Tomer D. Ullman, Eliza Kosoy, Ilker Yildirim, Amir Arsalan Soltani, Max H. Siegel, Josh Tenenbaum, Elizabeth S. Spelke
2019	B	`conf`	Explaining intuitive difficulty judgments by modeling physical effort and risk. CogSci Ilker Yildirim, Basil Saeed, Grace Bennett-Pierre, Tobias Gerstenberg, Josh Tenenbaum, Hyowon Gweon
2019	J	`jnl`	Explaining intuitive difficulty judgments by modeling physical effort and risk. CoRR Ilker Yildirim, Basil Saeed, Grace Bennett-Pierre, Tobias Gerstenberg, Joshua B. Tenenbaum, Hyowon Gweon
2019	J	`jnl`	Modeling human intuitions about liquid flow with particle-based simulation. PLoS Comput. Biol. Christopher Bates, Ilker Yildirim, Joshua B. Tenenbaum, Peter W. Battaglia
2019	B	`conf`	Real-time inference of physical properties in dynamic scenes. CogSci Kevin Smith, Mario Belledonne, Ilker Yildirim, Jiajun Wu, Josh Tenenbaum
2018	J	`jnl`	Modeling human intuitions about liquid flow with particle-based simulation. CoRR Christopher Bates, Ilker Yildirim, Joshua B. Tenenbaum, Peter W. Battaglia
2017	—	`conf`	Automated Extraction of Feature Models from Android Based Portable Devices. QRS Companion Ilker Yildirim, Hasan Sözer
2017	B	`conf`	Causal and compositional generative models in online perception. CogSci Ilker Yildirim, Michael Janner, Mario Belledonne, Christian Wallraven, Winrich Freiwald, Josh Tenenbaum
2017	B	`conf`	Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints. CogSci Ilker Yildirim, Tobias Gerstenberg, Basil Saeed, Marc Toussaint, Josh Tenenbaum
2017	J	`jnl`	Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints. CoRR Ilker Yildirim, Tobias Gerstenberg, Basil Saeed, Marc Toussaint, Josh Tenenbaum
2017	—	`conf`	Self-Supervised Intrinsic Image Decomposition. NIPS Michael Janner, Jiajun Wu, Tejas D. Kulkarni, Ilker Yildirim, Josh Tenenbaum
2017	J	`jnl`	Self-Supervised Intrinsic Image Decomposition. CoRR Michael Janner, Jiajun Wu, Tejas D. Kulkarni, Ilker Yildirim, Joshua B. Tenenbaum
2017	B	`conf`	Workshop proposal: Deep Learning in Computational Cognitive Science. CogSci Ilker Yildirim, Josh Tenenbaum
2016	B	`conf`	Integrating identification and perception: A case study of familiar and unfamiliar face processing. CogSci Kelsey R. Allen, Ilker Yildirim, Josh Tenenbaum
2016	B	`conf`	Integrating physical reasoning and visual object recognition for fully occluded scene interpretation. CogSci Ilker Yildirim, Max H. Siegel, Josh Tenenbaum
2015	B	`conf`	Efficient analysis-by-synthesis in vision: A computational framework, behavioral tests, and modeling neuronal representations. CogSci Ilker Yildirim, Tejas D. Kulkarni, Winrich Freiwald, Joshua B. Tenenbaum
2015	J	`jnl`	From Sensory Signals to Modality-Independent Conceptual Representations: A Probabilistic Language of Thought Approach. PLoS Comput. Biol. Goker Erdogan, Ilker Yildirim, Robert A. Jacobs
2015	—	`conf`	Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning. NIPS Jiajun Wu, Ilker Yildirim, Joseph J. Lim, Bill Freeman, Joshua B. Tenenbaum
2015	B	`conf`	Humans predict liquid dynamics using probabilistic simulation. CogSci Christopher Bates, Peter W. Battaglia, Ilker Yildirim, Joshua B. Tenenbaum
2014	J	`jnl`	A Concept Learning Approach to Multisensory Object Perception. CoRR Ifeoma Nwogu, Goker Erdogan, Ilker Yildirim, Robert A. Jacobs
2014	B	`conf`	Transfer of object shape knowledge across visual and haptic modalities. CogSci Goker Erdogan, Ilker Yildirim, Robert A. Jacobs
2013	B	`conf`	Linguistic Variability and Adaptation in Quantifier Meanings. CogSci Ilker Yildirim, Judith Degen, Michael K. Tanenhaus, T. Florian Jaeger
2012	J	`jnl`	A Rational Analysis of the Acquisition of Multisensory Representations. Cogn. Sci. Ilker Yildirim, Robert A. Jacobs
2009	—	`conf`	Cooperative Sign Language Tutoring: A Multiagent Approach. ESAW Ilker Yildirim, Oya Aran, Pinar Yolum, Lale Akarun
2008	J	`jnl`	Cooperation with Complement is Better CoRR Ilker Yildirim, Haluk Bingol