Fabio Brau
4 papers · 2023–2026 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (3)
CVPR (1)
Top co-authors
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)
neural network
(1)
refusal suppression
(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
Robust-by-Design Classification via Unitary-Gradient Neural Networks
AAAI 2023
Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis
AAAI 2023