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Topic: "generalization-ability"

lucaslie/torchprune

A research library for pytorch-based neural network pruning, compression, and more.

Language: Shell - Size: 6.62 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 154 - Forks: 22

ZhangYuanhan-AI/OmniBenchmark

[ECCV2022] New benchmark for evaluating pre-trained model; New supervised contrastive learning framework.

Language: Python - Size: 291 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 107 - Forks: 4

OpenImagingLab/DualDn

[ECCV2024] DualDn: Dual-domain Denoising via Differentiable ISP. :star::triumph::star::skull: SOTA model for real-image denoising. :skull: Both in terms of denoising performance and generalization ability.

Language: Python - Size: 365 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 62 - Forks: 2

yzyouzhang/AIR-ASVspoof

Official implementation of the SPL paper "One-class Learning Towards Synthetic Voice Spoofing Detection"

Language: Python - Size: 192 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 58 - Forks: 21

VITA-Group/Alleviate-Robust-Overfitting

[ICLR 2021] "Robust Overfitting may be mitigated by properly learned smoothening" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chang, Zhangyang Wang

Language: Python - Size: 646 KB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 46 - Forks: 5

rshaojimmy/FedGPAD

[TNNLS 2022] Pytorch codes for Federated Generalized Face Presentation Attack Detection

Language: Python - Size: 476 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

gjlee0802/LeNet-5

LeNet-5 with SAM, Generalization

Language: Jupyter Notebook - Size: 24.7 MB - Last synced at: 10 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Related Topics
pytorch 2 lenet-5 1 mnist 1 sharpness-aware-minimization 1 differentiable-isp 1 dual-domain-denoising 1 eccv2024 1 image-denoising 1 image-processing-pipeline 1 image-restoration 1 low-level-vision 1 real-image-denoising 1 state-of-the-art-models 1 benchmark 1 dataset 1 eccv2022 1 transfer-learning 1 adversarial-robustness 1 overfitting 1 smoothing 1 anti-spoofing 1 compression 1 coresets 1 deep-learning 1 filter-pruning 1 machine-learning 1 neural-architecture-search 1 neural-networks 1 pruning 1 pruning-algorithms 1 sparsification 1 sparsity 1 tensor-decomposition 1 tinyml 1 weight-pruning 1 disentangled-representations 1 federated-learning 1 generalization 1 generalization-of-deep-cnn 1