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@UMBCvision

UMBC Vision

The Computer Vision Lab at the University of Maryland, Baltimore County (UMBC)

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  1. Hidden-Trigger-Backdoor-Attacks Hidden-Trigger-Backdoor-Attacks Public

    Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"

    Python 111 21

  2. CompRess CompRess Public

    Compressing Representations for Self-Supervised Learning

    Python 77 12

  3. SSL-Backdoor SSL-Backdoor Public

    Official implementation of the CVPR 2022 paper "Backdoor Attacks on Self-Supervised Learning".

    Jupyter Notebook 66 9

  4. MSF MSF Public

    Official code for "Mean Shift for Self-Supervised Learning"

    Python 55 11

  5. Universal-Litmus-Patterns Universal-Litmus-Patterns Public

    Official Repository for the CVPR 2020 paper "Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs"

    Python 40 10

  6. Contextual-Adversarial-Patches Contextual-Adversarial-Patches Public

    Official Repository for the CVPR 2020 AdvML Workshop paper "Role of Spatial Context in Adversarial Robustness for Object Detection"

    Python 35 5

Repositories

Showing 10 of 10 repositories
  • Universal-Litmus-Patterns Public

    Official Repository for the CVPR 2020 paper "Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs"

    UMBCvision/Universal-Litmus-Patterns’s past year of commit activity
    Python 40 MIT 10 2 0 Updated Oct 24, 2023
  • SSL-Backdoor Public

    Official implementation of the CVPR 2022 paper "Backdoor Attacks on Self-Supervised Learning".

    UMBCvision/SSL-Backdoor’s past year of commit activity
    Jupyter Notebook 66 MIT 9 1 0 Updated Oct 24, 2023
  • Hidden-Trigger-Backdoor-Attacks Public

    Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"

    UMBCvision/Hidden-Trigger-Backdoor-Attacks’s past year of commit activity
    Python 111 MIT 21 2 0 Updated Oct 24, 2023
  • Explainable-Models-with-Consistent-Interpretations Public

    Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'

    UMBCvision/Explainable-Models-with-Consistent-Interpretations’s past year of commit activity
    Python 16 MIT 1 0 0 Updated Apr 5, 2022
  • CMSF Public

    Official Code for "Constrained Mean Shift for Representation Learning"

    UMBCvision/CMSF’s past year of commit activity
    Python 0 MIT 1 1 0 Updated Dec 2, 2021
  • MSF Public

    Official code for "Mean Shift for Self-Supervised Learning"

    UMBCvision/MSF’s past year of commit activity
    Python 55 MIT 11 5 0 Updated Oct 12, 2021
  • ISD Public

    ISD: Self-Supervised Learning by Iterative Similarity Distillation

    UMBCvision/ISD’s past year of commit activity
    Jupyter Notebook 35 MIT 4 0 0 Updated Oct 12, 2021
  • CompRess Public

    Compressing Representations for Self-Supervised Learning

    UMBCvision/CompRess’s past year of commit activity
    Python 77 MIT 12 0 0 Updated Feb 18, 2021
  • Contextual-Adversarial-Patches Public

    Official Repository for the CVPR 2020 AdvML Workshop paper "Role of Spatial Context in Adversarial Robustness for Object Detection"

    UMBCvision/Contextual-Adversarial-Patches’s past year of commit activity
    Python 35 MIT 5 3 0 Updated Jun 23, 2020
  • fooling_network_interpretation Public

    Official PyTorch implementation for our ICCV 2019 paper - Fooling Network Interpretation in Image Classification

    UMBCvision/fooling_network_interpretation’s past year of commit activity
    Python 24 MIT 8 0 0 Updated Nov 21, 2019

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