Davide Buffelli
5 papers · 2022–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(3)
Architectures
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Knowledge & Reasoning
(2)
Application Areas
(2)
Core AI · Artificial Intelligence
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Types
(1)
Keywords
graph neural network
(3)
neural network
(2)
domain generalization
(1)
text classification
(1)
graph classification
(1)
explainable ai
(1)
scene graph generation
(1)
deep learning
(1)
second-order optimization
(1)
regularization technique
(1)
deep equilibrium model
(1)
local explanation
(1)
algorithmic reasoning
(1)
equilibrium equation
(1)
clrs-30 benchmark
(1)
symbolic knowledge
(1)
background knowledge
(1)
gauss-newton optimization
(1)
reversible architecture
(1)
knowledge regularization
(1)
Papers
Deep Equilibrium Algorithmic Reasoning
NeurIPS 2024
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization
NeurIPS 2024
Scalable Theory-Driven Regularization of Scene Graph Generation Models
AAAI 2023
Extending Logic Explained Networks to Text Classification
EMNLP 2022
SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks
NeurIPS 2022