Diego Doimo
7 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Natural Language Processing
(2)
Architectures
(2)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Keywords
representation learning
(5)
neural network
(2)
language model
(2)
semantic analysis
(1)
factual knowledge
(1)
neural network theory
(1)
semantic hierarchy
(1)
intrinsic dimension
(1)
intrinsic dimensionality
(1)
probability density
(1)
hidden layer
(1)
semantic information
(1)
convolutional neural network
(1)
benign overfitting
(1)
supervised fine-tuning
(1)
hidden representation
(1)
generalization performance
(1)
interpretability research
(1)
mechanism competition
(1)
logit inspection
(1)
Papers
When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models
ACL 2026
Emergence of a High-Dimensional Abstraction Phase in Language Transformers
ICLR 2025
Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals
ACL 2024
The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models
NeurIPS 2024
The geometry of hidden representations of large transformer models
NeurIPS 2023
Redundant representations help generalization in wide neural networks
NeurIPS 2022
Hierarchical nucleation in deep neural networks
NeurIPS 2020