Thibaut Boissin
9 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π
Keyword Champion
(2)
π₯
Unstoppable
(5)
Conferences
ICML (3)
NIPS (3)
CVPR (2)
ICLR (1)
Top co-authors
Keywords
adversarial robustness
(3)
explainable ai
(2)
certifiable robustness
(2)
neural network
(2)
neural network interpretability
(2)
1-lipschitz neural network
(2)
lipschitz constant
(2)
optimal transport
(2)
lipschitz constraint
(2)
wasserstein distance
(2)
counterfactual explanation
(1)
feature visualization
(1)
signed distance function
(1)
robust classifier
(1)
one-class classification
(1)
attribution method
(1)
phase spectrum
(1)
lipschitz neural network
(1)
certified auroc
(1)
accuracy-robustness trade-off
(1)
Papers
An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures
ICML 2025
Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks
ICML 2025
DP-SGD Without Clipping: The Lipschitz Neural Network Way
ICLR 2024
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks
ICML 2023
CRAFT: Concept Recursive Activation FacTorization for Explainability
CVPR 2023
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization
NIPS 2023
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective
NIPS 2023
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks
NIPS 2022
Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization
CVPR 2021