UMBC Vision

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10 repositories

Universal-Litmus-Patterns
Public
Official Repository for the CVPR 2020 paper "Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs"
Python
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MIT License
•10•43•2•0•Updated Oct 24, 2023Oct 24, 2023
SSL-Backdoor
Public
Official implementation of the CVPR 2022 paper "Backdoor Attacks on Self-Supervised Learning".
Jupyter Notebook
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MIT License
•10•71•2•0•Updated Oct 24, 2023Oct 24, 2023
Hidden-Trigger-Backdoor-Attacks
Public
Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"
Python
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MIT License
•22•120•2•0•Updated Oct 24, 2023Oct 24, 2023
Explainable-Models-with-Consistent-Interpretations
Public
Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'
computer-vision pytorch interpretability explainable-ai self-supervised-learning explainability deep-neural-networks explainable-models
Python
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MIT License
•3•18•0•0•Updated Apr 5, 2022Apr 5, 2022
CMSF
Public
Official Code for "Constrained Mean Shift for Representation Learning"
Python
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MIT License
•1•0•1•0•Updated Dec 2, 2021Dec 2, 2021
MSF
Public
Official code for "Mean Shift for Self-Supervised Learning"
machine-learning computer-vision convolutional-neural-networks representation-learning knn mean-shift self-supervised-learning
Python
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MIT License
•11•55•5•0•Updated Oct 12, 2021Oct 12, 2021
ISD
Public
ISD: Self-Supervised Learning by Iterative Similarity Distillation
machine-learning computer-vision convolutional-neural-networks representation-learning self-supervised-learning
Jupyter Notebook
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MIT License
•4•36•0•0•Updated Oct 12, 2021Oct 12, 2021
CompRess
Public
Compressing Representations for Self-Supervised Learning
computer-vision clustering nearest-neighbors representation-learning knn knowledge-distillation model-compression self-supervised-learning
Python
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MIT License
•12•78•0•0•Updated Feb 18, 2021Feb 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"
Python
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MIT License
•6•37•3•0•Updated Jun 23, 2020Jun 23, 2020
fooling_network_interpretation
Public
Official PyTorch implementation for our ICCV 2019 paper - Fooling Network Interpretation in Image Classification
deep-learning grad-cam pytorch interpretation adversarial-attacks
Python
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MIT License
•8•24•0•0•Updated Nov 21, 2019Nov 21, 2019