Stefano Melacci
11 papers · 2011–2025 · 4 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 ↓+4 more ↓ Show less ↑
🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (37)
🧭
Keyword Pioneer
📈
Trend Setter
💎
Century Club · Bronze
🗃️
Keyword Collector
(64)
Venues
Top co-authors
Research topics
Machine Learning
(11)
Deep Learning
(8)
Artificial Intelligence
(6)
Core AI
(6)
Core Methods
(6)
Learning Types · Deep Learning
(6)
Learning Types · Machine Learning
(6)
Optimization & Theory
(4)
Computer Vision
(3)
Application Areas
(3)
Processing
(3)
Knowledge & Reasoning
(2)
Architectures
(2)
Mathematics & Optimization
(1)
Optimization
(1)
Keywords
neural network
(5)
unsupervised learning
(4)
feature learning
(3)
first-order logic
(3)
explainable artificial intelligence
(2)
online learning
(1)
neural network training
(1)
contrastive learning
(1)
symbolic reasoning
(1)
concept representation
(1)
open-set classification
(1)
attention mechanism
(1)
adversarial machine learning
(1)
knowledge distillation
(1)
embedding learning
(1)
adversarial training
(1)
multi-label classification
(1)
knowledge extraction
(1)
temporal reasoning
(1)
data augmentation
(1)
Papers
A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge
IJCAI 2025
Neural Time-Reversed Generalized Riccati Equation
AAAI 2024
Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks
AAAI 2022
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
NeurIPS 2022
Entropy-Based Logic Explanations of Neural Networks
AAAI 2022
Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams
IJCAI 2022
A Constraint-Based Approach to Learning and Explanation
AAAI 2020
Focus of Attention Improves Information Transfer in Visual Features
NeurIPS 2020
Human-Driven FOL Explanations of Deep Learning
IJCAI 2020
Motion Invariance in Visual Environments
IJCAI 2019
Laplacian Support Vector Machines Trained in the Primal
JMLR 2011