Trustworthy AI for foundation models and machine learning
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SPD-Conv__space-to-depth-convolution
SPD-Conv__space-to-depth-convolution PublicCode for ECML PKDD 2022 paper: No More Strided Convolutions or Pooling: A Novel CNN Architecture for Low-Resolution Images and Small Objects
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CR-SAM-sharpness-aware-minimization__AAAI
CR-SAM-sharpness-aware-minimization__AAAI PublicCode for AAAI 2024 paper: CR-SAM: Curvature Regularized Sharpness-Aware Minimization
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TSI-GAN__time-series-anomaly
TSI-GAN__time-series-anomaly PublicCode for PAKDD 2023 paper: TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversarial Networks
Python 10
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LRS-adversarial-transfer__AAAI
LRS-adversarial-transfer__AAAI PublicCode for AAAI 2024 paper: LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate
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YOGA-object-detection
YOGA-object-detection PublicCode for Pattern Recognition (Elsevier) 2023 paper: YOGA: Deep Object Detection in the Wild with Lightweight Feature Learning and Multiscale Attention
Python 4
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Malicious-unreliable-user-detection__federated
Malicious-unreliable-user-detection__federated PublicCode for ESORICS 2022 paper: Long-Short History of Gradients is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning
Python 1
Repositories
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- Federated-IoT-bed Public
- TSI-GAN__time-series-anomaly Public
Code for PAKDD 2023 paper: TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversarial Networks
- LRS-adversarial-transfer__AAAI Public
Code for AAAI 2024 paper: LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate
- CR-SAM-sharpness-aware-minimization__AAAI Public
Code for AAAI 2024 paper: CR-SAM: Curvature Regularized Sharpness-Aware Minimization
- YOGA-object-detection Public
Code for Pattern Recognition (Elsevier) 2023 paper: YOGA: Deep Object Detection in the Wild with Lightweight Feature Learning and Multiscale Attention
- Malicious-unreliable-user-detection__federated Public
Code for ESORICS 2022 paper: Long-Short History of Gradients is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning
- SPD-Conv__space-to-depth-convolution Public
Code for ECML PKDD 2022 paper: No More Strided Convolutions or Pooling: A Novel CNN Architecture for Low-Resolution Images and Small Objects
- mobile-edge-comp Public
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