Ilker Yildirim
4 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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The Questioner
📈
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Computer Vision
(3)
Deep Learning
(3)
Core AI · Computer Vision
(3)
Machine Learning
(2)
Core AI · Artificial Intelligence
(2)
Models
(2)
Analysis
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Processing
(1)
Keywords
contrastive learning
(1)
visual perception
(1)
scene understanding
(1)
visual question answering
(1)
self-supervised learning
(1)
knowledge transfer
(1)
chain-of-thought reasoning
(1)
deep learning
(1)
markov chain monte carlo
(1)
shape estimation
(1)
generative model
(1)
diffusion model
(1)
vision-language model
(1)
zero-shot classification
(1)
physics engine
(1)
language agent
(1)
physical reasoning
(1)
intrinsic image decomposition
(1)
3d object generation
(1)
physical property
(1)
Papers
L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects
NAACL 2025
When are Lemons Purple? The Concept Association Bias of Vision-Language Models
EMNLP 2023
Self-Supervised Intrinsic Image Decomposition
NeurIPS 2017
Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning
NeurIPS 2015