Franck Mamalet
8 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)
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Unstoppable
(5)
Conferences
ICLR (2)
ICML (2)
NIPS (2)
CVPR (1)
JMLR (1)
Top co-authors
Keywords
adversarial robustness
(2)
optimal transport
(2)
certifiable robustness
(2)
lipschitz constant
(2)
wasserstein distance
(2)
loss function
(1)
hinge loss
(1)
counterfactual explanation
(1)
1-lipschitz neural network
(1)
orthogonality regularization
(1)
robust classifier
(1)
lipschitz constraint
(1)
neural network
(1)
lipschitz neural network
(1)
accuracy-robustness trade-off
(1)
orthogonal convolutional neural network
(1)
isometric transform
(1)
hinge regularization
(1)
explainable ai
(1)
saliency map
(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
HADAMRNN: BINARY AND SPARSE TERNARY ORTHOGONAL RNNS
ICLR 2025
DP-SGD Without Clipping: The Lipschitz Neural Network Way
ICLR 2024
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective
NIPS 2023
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks
JMLR 2022
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