Agustin PICARD
3 papers · 2023–2023 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Cross-Pollinator
(13)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
π§
Keyword Pioneer
Conferences
ACL (1)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
explainable ai
(2)
neural network interpretability
(2)
concept-based explanation
(2)
interpretable machine learning
(1)
sensitivity analysis
(1)
concept extraction
(1)
feature visualization
(1)
non-negative matrix factorization
(1)
attribution method
(1)
phase spectrum
(1)
transformer model
(1)
neural network
(1)
concept importance
(1)
image classification
(1)
phase spectrum optimization
(1)
image generation
(1)
sentiment analysis
(1)
Papers
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization
NIPS 2023
COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP
ACL 2023
CRAFT: Concept Recursive Activation FacTorization for Explainability
CVPR 2023