433 skills found · Page 1 of 15
jindongwang / TransferlearningTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
thuml / Transfer Learning LibraryTransfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
facebookresearch / DenoiserReal Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.
facebookresearch / DomainBedDomainBed is a suite to test domain generalization algorithms
KaiyangZhou / Dassl.pytorchA PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
tim-learn / Awesome Test Time AdaptationCollection of awesome test-time (domain/batch/instance) adaptation methods
yfzhang114 / Generalization Causality关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记
hendrycks / RobustnessCorruption and Perturbation Robustness (ICLR 2019)
amber0309 / Domain GeneralizationAll about domain generalization
hendrycks / Natural Adv ExamplesA Harder ImageNet Test Set (CVPR 2021)
Feaxure-fresh / TL Fault Diagnosis LibraryFault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization
junkunyuan / Awesome Domain GeneralizationAwesome things about domain generalization, including papers, code, etc.
vita-epfl / UniTrajA Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024
CHAOZHAO-1 / DG PHMThis is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和预测)
hytseng0509 / CrossDomainFewShotCross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)
Rongjiehuang / GenerSpeechPyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.
KaiyangZhou / Mixstyle ReleaseDomain Generalization with MixStyle (ICLR'21)
jindongwang / Tlbook CodeCode for Transfer Learning book--《迁移学习导论》配套代码
hendrycks / Imagenet RImageNet-R(endition) and DeepAugment (ICCV 2021)
Luodian / Generalizable Mixture Of ExpertsGMoE could be the next backbone model for many kinds of generalization task.
