Remi Cadene
12 papers · 2017–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (6) πΊοΈ Taxonomy Completionist (24)
π
Conference Polyglot
(5)
π
Academic Marathon
(6)
π
Renaissance Researcher
(5)
π
Conference Pioneer
π
Century Club
(12)
ποΈ
Keyword Collector
(57)
β
The Questioner
Conferences
NIPS (5)
CVPR (3)
ICCV (2)
AAAI (1)
WACV (1)
Top co-authors
Keywords
visual question answering
(4)
attribution method
(3)
explainability method
(2)
neural network
(2)
multimodal learning
(2)
deep learning
(2)
concept importance
(2)
concept extraction
(2)
neural network interpretability
(2)
multi-modal learning
(1)
tensor decomposition
(1)
concept-based explanation
(1)
relational reasoning
(1)
algorithmic stability
(1)
feature attribution
(1)
deep neural network
(1)
attention mechanism
(1)
pairwise relation
(1)
multimodal representation learning
(1)
visual reasoning
(1)
Papers
CRAFT: Concept Recursive Activation FacTorization for Explainability
CVPR 2023
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization
NIPS 2023
A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation
NIPS 2023
Don't Lie to Me! Robust and Efficient Explainability With Verified Perturbation Analysis
CVPR 2023
What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods
NIPS 2022
How Good Is Your Explanation? Algorithmic Stability Measures To Assess the Quality of Explanations for Deep Neural Networks
WACV 2022
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
ICCV 2021
Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis
NIPS 2021
MUREL: Multimodal Relational Reasoning for Visual Question Answering
CVPR 2019
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection
AAAI 2019
RUBi: Reducing Unimodal Biases for Visual Question Answering
NIPS 2019
MUTAN: Multimodal Tucker Fusion for Visual Question Answering
ICCV 2017