Ilker Yildirim

Orcid: 0000-0002-9072-0938

According to our database1, Ilker Yildirim authored at least 39 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Three-Dimensional Reconstruction Pre-Training as a Prior to Improve Robustness to Adversarial Attacks and Spurious Correlation.
Entropy, March, 2024

Evaluating Spatial Understanding of Large Language Models.
Trans. Mach. Learn. Res., 2024

L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects.
CoRR, 2024

How does the primate brain combine generative and discriminative computations in vision?
CoRR, 2024

2023
From task structures to world models: What do LLMs know?
CoRR, 2023

From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory traces.
CoRR, 2023

3D Shape Perception Integrates Intuitive Physics and Analysis-by-Synthesis.
CoRR, 2023

When are Lemons Purple? The Concept Association Bias of Vision-Language Models.
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.
Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Perception of Mooney Faces: Extreme Generalization through Inverse Rendering?
Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022
When are Lemons Purple? The Concept Association Bias of CLIP.
CoRR, 2022

Perception of liquids relies on generalizable, physics-based representations.
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.
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Detecting the involvement of agents through physical reasoning.
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.
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.
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020
Inverse Rendering Best Explains Face Perception Under Extreme Illuminations.
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.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019
Modeling human intuitions about liquid flow with particle-based simulation.
PLoS Comput. Biol., 2019

Explaining intuitive difficulty judgments by modeling physical effort and risk.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Draping an Elephant: Uncovering Children's Reasoning About Cloth-Covered Objects.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Real-time inference of physical properties in dynamic scenes.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2017
Automated Extraction of Feature Models from Android Based Portable Devices.
Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

Self-Supervised Intrinsic Image Decomposition.
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.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Causal and compositional generative models in online perception.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints.
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.
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.
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.
PLoS Comput. Biol., 2015

Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning.
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.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Humans predict liquid dynamics using probabilistic simulation.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014
A Concept Learning Approach to Multisensory Object Perception.
CoRR, 2014

Transfer of object shape knowledge across visual and haptic modalities.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013
Linguistic Variability and Adaptation in Quantifier Meanings.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012
A Rational Analysis of the Acquisition of Multisensory Representations.
Cogn. Sci., 2012

2009
Cooperative Sign Language Tutoring: A Multiagent Approach.
Proceedings of the Engineering Societies in the Agents World X, 2009

2008
Cooperation with Complement is Better
CoRR, 2008


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