Julien Colin
5 papers · 2022–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (15) π Interdisciplinary Bridge π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (11)
π
Trend Setter
β
The Questioner
Conferences
NIPS (3)
CVPR (1)
ICML (1)
Top co-authors
Keywords
attribution method
(2)
neural network interpretability
(2)
image generation
(2)
concept-based explanation
(1)
self-supervised learning
(1)
explainable ai
(1)
visual reasoning
(1)
generative art
(1)
diffusion model
(1)
concept extraction
(1)
feature visualization
(1)
visual feature
(1)
convolutional architecture
(1)
phase spectrum
(1)
human-centered evaluation
(1)
explainability method
(1)
neural network
(1)
psychophysics experiment
(1)
concept importance
(1)
image classification
(1)
Papers
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization
NIPS 2023
CRAFT: Concept Recursive Activation FacTorization for Explainability
CVPR 2023
Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines?
ICML 2023
What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods
NIPS 2022
A Benchmark for Compositional Visual Reasoning
NIPS 2022