Michal Golovanevsky
4 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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The Questioner
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Research topics
Keywords
vision-language model
(3)
attention head
(2)
mechanistic interpretability
(2)
object counting
(1)
geometric reasoning
(1)
multimodal large language model
(1)
chain-of-thought prompting
(1)
multimodal reasoning
(1)
cross-attention mechanism
(1)
knowledge prior
(1)
activation steering
(1)
model prediction
(1)
reasoning analysis
(1)
visual counterfactual
(1)
activation intervention
(1)
representational dynamics
(1)
self-attention mechanism
(1)
prompt-induced hallucination
(1)
multimodal learning
(1)
visual reasoning
(1)
Papers
Mechanisms of Prompt-Induced Hallucination in Vision–Language Models
ACL 2026
Forgotten Polygons: Multimodal Large Language Models are Shape-Blind
ACL 2025
Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts
EMNLP 2025
What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation
NAACL 2025