Publications associées à Eigendecomposition-free Training of Deep Networks with Zero Eigenvalue-based Losses

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Square Attack: a query-efficient black-box adversarial attack via random search

Nicolas Henri Bernard Flammarion, Maksym Andriushchenko, Francesco Croce

We propose the Square Attack, a new score-based black-box

l_2

and

l_\infty

adversarial attack that does not rely on local gradient information and thus is not affected by gradient masking. The Square Attack is based on a randomized search scheme where ...

2020

Eigendecomposition-free Training of Deep Networks with Zero Eigenvalue-based Losses

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Chattez avec Graph Search

Square Attack: a query-efficient black-box adversarial attack via random search

Backpropagation-Friendly Eigendecomposition

Segmentation-driven 6D Object Pose Estimation

Evaluating and Interpreting Deep Convolutional Neural Networks via Non-negative Matrix Factorization

Neural Scene Decomposition for Multi-Person Motion Capture

Non-filamentary non-volatile memory elements as synapses in neuromorphic systems

A jamming transition from under- to over-parametrization affects generalization in deep learning

SparseFool: a few pixels make a big difference

MATHICSE Technical Report: Block Krylov subspace methods for functions of matrices II: Modified block FOM

GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping

Segmentation-driven 6D Object Pose Estimation

Evaluating and Interpreting Deep Convolutional Neural Networks via Non-negative Matrix Factorization

Backpropagation-Friendly Eigendecomposition

Neural Scene Decomposition for Multi-Person Motion Capture

Non-filamentary non-volatile memory elements as synapses in neuromorphic systems

A jamming transition from under- to over-parametrization affects generalization in deep learning

SparseFool: a few pixels make a big difference

MATHICSE Technical Report: Block Krylov subspace methods for functions of matrices II: Modified block FOM

Square Attack: a query-efficient black-box adversarial attack via random search

GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping