Fabio Brau
4 papers · 2023–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI · Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
semantic segmentation
(1)
adversarial robustness
(1)
object detection
(1)
robust classification
(1)
neural network optimization
(1)
safety alignment
(1)
adversarial attack
(1)
convolutional neural network
(1)
convolutional network
(1)
memory efficiency
(1)
adversarial defense
(1)
neural network robustness
(1)
mechanistic interpretability
(1)
model ablation
(1)
convolutional layer
(1)
lipschitz constraint
(1)
self-organizing map
(1)
certifiable robustness
(1)
physically realizable attack
(1)
neural network
(1)
Papers
SOM Directions Are Better than One: Multi-Directional Refusal Suppression in Language Models
AAAI 2026
1-Lipschitz Layers Compared: Memory Speed and Certifiable Robustness
CVPR 2024
Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis
AAAI 2023
Robust-by-Design Classification via Unitary-Gradient Neural Networks
AAAI 2023