Stefano Melacci
11 papers · 2011–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (14) π Cross-Pollinator (8) π Renaissance Researcher (6)
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Interdisciplinary Bridge
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Taxonomy Completionist
(35)
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Keyword Pioneer
ποΈ
Keyword Collector
(59)
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Century Club
(11)
Conferences
AAAI (4)
IJCAI (4)
NIPS (2)
JMLR (1)
Top co-authors
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)
open-set classification
(1)
sequence classification
(1)
attention mechanism
(1)
adversarial machine learning
(1)
knowledge distillation
(1)
data augmentation
(1)
symbolic reasoning
(1)
concept representation
(1)
adversarial training
(1)
embedding learning
(1)
multi-label classification
(1)
temporal reasoning
(1)
Papers
A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge
IJCAI 2025
Neural Time-Reversed Generalized Riccati Equation
AAAI 2024
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
NIPS 2022
Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams
IJCAI 2022
Entropy-Based Logic Explanations of Neural Networks
AAAI 2022
Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks
AAAI 2022
Focus of Attention Improves Information Transfer in Visual Features
NIPS 2020
A Constraint-Based Approach to Learning and Explanation
AAAI 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