Estelle Aflalo
5 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(12)
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Research topics
Keywords
attention visualization
(2)
attention mechanism
(2)
synthetic data generation
(1)
large multimodal model
(1)
world model
(1)
hidden representation
(1)
evolutionary search
(1)
multimodal transformer
(1)
confidence score
(1)
vision-language transformer
(1)
vision language
(1)
transformer interpretability
(1)
graph neural network
(1)
model behavior analysis
(1)
causal interpretation
(1)
attention head analysis
(1)
multimodal instruction tuning
(1)
token embedding tracking
(1)
reasoning failure
(1)
neural network accelerator
(1)
Papers
Learning from Reasoning Failures via Synthetic Data Generation
AAAI 2026
A Causal World Model Underlying Next Token Prediction: Exploring GPT in a Controlled Environment
ICML 2025
VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers
CVPR 2022
InterpreT: An Interactive Visualization Tool for Interpreting Transformers
EACL 2021
Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning
ICLR 2021