Loic Simon
5 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (14)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
CVPR (2)
ICML (1)
JMLR (1)
WACV (1)
Top co-authors
Keywords
counterfactual explanation
(2)
generative model
(2)
distribution matching
(1)
hypothesis testing
(1)
renyi divergence
(1)
roc curve
(1)
adversarial attack
(1)
diffusion model
(1)
latent space
(1)
generative adversarial network
(1)
text-to-image model
(1)
stable diffusion
(1)
generative model evaluation
(1)
overfitting detection
(1)
diffusion probabilistic model
(1)
precision-recall curve
(1)
mode collapse
(1)
precision recall curve
(1)
likelihood ratio classifier
(1)
semantic perturbation
(1)
Papers
Text-to-Image Models for Counterfactual Explanations: A Black-Box Approach
WACV 2024
Adversarial Counterfactual Visual Explanations
CVPR 2023
On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity
JMLR 2023
Detecting Overfitting of Deep Generative Networks via Latent Recovery
CVPR 2019
Revisiting precision recall definition for generative modeling
ICML 2019