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@LTS4

EPFL LTS4

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  1. DeepFool DeepFool Public

    A simple and accurate method to fool deep neural networks

    MATLAB 362 130

  2. universal universal Public

    MATLAB 251 96

  3. SparseFool SparseFool Public

    A fast sparse attack on deep neural networks.

    Python 51 11

  4. hold-me-tight hold-me-tight Public

    Source code of "Hold me tight! Influence of discriminative features on deep network boundaries"

    Python 21 2

  5. neural-anisotropy-directions neural-anisotropy-directions Public

    Source code for "Neural Anisotropy Directions"

    Python 16 4

  6. TIGraNet TIGraNet Public

    PyTorch implementation of TIGraNet

    Python 8 3

Repositories

Showing 10 of 19 repositories
  • rcp-lts4-guidelines Public
    LTS4/rcp-lts4-guidelines's past year of commit activity
    Dockerfile 6 1 6 0 Updated Jul 13, 2026
  • dynamic-graph-regimes Public

    Source code for "Geodesics of Dynamic Graphs for Regime Change Detection", along with reimplemented methods from the literature.

    LTS4/dynamic-graph-regimes's past year of commit activity
    Python 0 BSD-3-Clause 0 0 0 Updated Jun 5, 2026
  • ODySSeI Public

    ODySSeI: An Open Source End-to-End Framework for Automated Detection, Segmentation, and Severity Estimation of Lesions in Invasive Coronary Angiography Images

    LTS4/ODySSeI's past year of commit activity
    Python 1 1 0 0 Updated Mar 10, 2026
  • graph-learning Public

    Collection of models for learning networks from signals.

    LTS4/graph-learning's past year of commit activity
    Python 3 BSD-3-Clause 0 4 0 Updated Oct 22, 2025
  • seizure_eeg Public
    LTS4/seizure_eeg's past year of commit activity
    Python 5 BSD-3-Clause 0 7 0 Updated Mar 17, 2025
  • modurec Public
    LTS4/modurec's past year of commit activity
    Python 0 GPL-3.0 1 0 0 Updated Aug 12, 2024
  • gnn_statistics Public

    Code for the paper "On the choice of graph neural network architectures"

    LTS4/gnn_statistics's past year of commit activity
    Python 4 MIT 0 0 5 Updated Nov 21, 2022
  • PRIME-augmentations Public Forked from amodas/PRIME-augmentations

    PRIME: A Few Primitives Can Boost Robustness to Common Corruptions

    LTS4/PRIME-augmentations's past year of commit activity
    Python 1 Apache-2.0 5 0 0 Updated Dec 28, 2021
  • hold-me-tight Public

    Source code of "Hold me tight! Influence of discriminative features on deep network boundaries"

    LTS4/hold-me-tight's past year of commit activity
    Python 21 Apache-2.0 2 0 0 Updated Dec 10, 2021
  • neural-anisotropy-directions Public

    Source code for "Neural Anisotropy Directions"

    LTS4/neural-anisotropy-directions's past year of commit activity
    Python 16 Apache-2.0 4 0 0 Updated Nov 17, 2020
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