Adam Davies
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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The Questioner
(2)
Venues
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Research topics
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(4)
Deep Learning
(2)
Machine Learning
(2)
Models
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Education
(1)
Learning Paradigms
(1)
Learning Types
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
representation learning
(1)
robustness
(1)
computer vision
(1)
visual perception
(1)
object recognition
(1)
educational simulation
(1)
learning environments
(1)
learner modeling
(1)
prompt engineering
(1)
multimodal learning
(1)
probing analysis
(1)
model interpretability
(1)
instruction tuning
(1)
shape recognition
(1)
generative model
(1)
foundation model
(1)
vision-language model
(1)
open-ended learning
(1)
stable diffusion
(1)
Papers
Can LLMs Reliably Simulate Human Learner Actions? A Simulation Authoring Framework for Open-Ended Learning Environments
AAAI 2025
Focus On This, Not That! Steering LLMs with Adaptive Feature Specification
ICML 2025
How Reliable are Causal Probing Interventions?
IJCNLP 2025
Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models
NeurIPS 2024
Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
ICML 2024