Agustin PICARD
3 papers · 2023–2023 · 3 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
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI · Artificial Intelligence
(3)
Learning Types
(3)
Machine Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
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
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
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization
NeurIPS 2023