generalization-ability

There are 0 repository under generalization-ability topic.

lucaslie / torchprune
A research library for pytorch-based neural network pruning, compression, and more.
neural-networks filter-pruning weight-pruning coresets deep-learning generalization-ability pytorch machine-learning tensor-decomposition sparsification sparsity compression neural-architecture-search tinyml pruning pruning-algorithms
Language:Shell 162
yzyouzhang / AIR-ASVspoof
Official implementation of the SPL paper "One-class Learning Towards Synthetic Voice Spoofing Detection"
anti-spoofing generalization-ability
Language:Jupyter Notebook 126
ZhangYuanhan-AI / OmniBenchmark
[ECCV2022] New benchmark for evaluating pre-trained model; New supervised contrastive learning framework.
benchmark dataset eccv2022 generalization-ability transfer-learning
Language:Python 108
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.
pytorch eccv2024 real-image-denoising generalization-ability low-level-vision state-of-the-art-models dual-domain-denoising image-processing-pipeline image-denoising image-restoration differentiable-isp
Language:Python 56
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
adversarial-robustness overfitting smoothing generalization-ability
Language:Python 47
Facebear-ljx / DOGE
The official implementation of "When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning" (ICLR2023)
generalization-ability pytorch reinforcement-learning
Language:Python 44
rshaojimmy / FedGPAD
[TNNLS 2022] Pytorch codes for Federated Generalized Face Presentation Attack Detection
disentangled-representations federated-learning generalization-ability
Language:Python 6
ShuyueG / decision-boundary-complexity-score
The decision boundary complexity (DBC) score to define and measure the complexity of decision boundary of DNNs.
complexity-of-decision-boundary generalization-ability deep-neural-networks network-generalizability adversarial-examples
Language:Python 2
gjlee0802 / LeNet-5
LeNet-5 with SAM, Generalization
generalization generalization-ability generalization-of-deep-cnn lenet-5 mnist sharpness-aware-minimization
Language:Jupyter Notebook 0

generalization-ability

lucaslie / torchprune

yzyouzhang / AIR-ASVspoof

ZhangYuanhan-AI / OmniBenchmark

OpenImagingLab / DualDn

VITA-Group / Alleviate-Robust-Overfitting

Facebear-ljx / DOGE

rshaojimmy / FedGPAD

ShuyueG / decision-boundary-complexity-score

gjlee0802 / LeNet-5