domain-generalization · GitHub Topics

#计算机科学#Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

transferlearning domain-adaptation transfer-learning survey 深度学习 generalization few-shot tutorial-code theory papers few-shot-learning meta-learning domain-generalization representation-learning unsupervised-learning 机器学习 self-supervised-learning Bukkit style-transfer

Python 13.95 k

4 个月前

KaiyangZhou / Dassl.pytorch

#计算机科学#A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

PyTorch semi-supervised-learning domain-adaptation domain-generalization 深度学习机器学习机器视觉人工智能深度神经网络

Python 1.33 k

2 年前

hendrycks / robustness

#计算机科学#Corruption and Perturbation Robustness (ICLR 2019)

imagenet robustness PyTorch 深度学习 convolutional-neural-networks 机器视觉机器学习 domain-generalization ml-safety

Python 1.08 k

3 年前

tim-learn / awesome-test-time-adaptation

Collection of awesome test-time (domain/batch/instance) adaptation methods

domain-adaptation domain-generalization transfer-learning

1.02 k

13 天前

hendrycks / natural-adv-examples

A Harder ImageNet Test Set (CVPR 2021)

adversarial-attacks robustness adversarial-example ml-safety imagenet domain-generalization

Python 609

1 年前

junkunyuan / Awesome-Domain-Generalization

#数据仓库#Awesome things about domain generalization, including papers, code, etc.

domain-generalization Awesome Lists 深度学习数据集 Library papers

463

2 个月前

Feaxure-fresh / TL-Fault-Diagnosis-Library

Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization

domain-adaptation transfer-learning domain-generalization open-set-domain-adaptation partial-domain-adaptation

Python 441

8 个月前

vita-epfl / UniTraj

A Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024

domain-generalization 框架

Python 363

19 天前

hytseng0509 / CrossDomainFewShot

Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)

few-shot-learning meta-learning domain-generalization

Python 341

5 年前

Rongjiehuang / GenerSpeech

PyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.

domain-generalization neurips-2022 speech-synthesis style-transfer text-to-speech tts

Python 326

1 年前

KaiyangZhou / mixstyle-release

Domain Generalization with MixStyle (ICLR'21)

domain-generalization representation-learning image-classification person-reidentification reinforcement-learning

Python 301

3 年前

jindongwang / tlbook-code

Code for Transfer Learning book--《迁移学习导论》配套代码

domain-adaptation transfer-learning domain-generalization federated-learning

Python 296

2 年前

Luodian / Generalizable-Mixture-of-Experts

#计算机科学#GMoE could be the next backbone model for many kinds of generalization task.

深度学习 domain-generalization PyTorch pytorch-implementation mixture-of-experts

Python 272

2 年前

hendrycks / imagenet-r

ImageNet-R(endition) and DeepAugment (ICCV 2021)

robustness domain-adaptation domain-generalization ml-safety

Python 267

4 年前

zhihou7 / BatchFormer

CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522

representation-learning long-tailed-recognition domain-generalization domain-adaptation zero-shot-learning few-shot-learning contrastive-learning cvpr2022

Python 250

2 年前

mseg-dataset / mseg-api

An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"

Python semantic-segmentation domain-generalization

Python 249

1 年前

ZhangYuanhan-AI / NOAH

#计算机科学#[TPAMI] Searching prompt modules for parameter-efficient transfer learning.

prompt-tuning transfer-learning domain-generalization visual-prompting pre-trained-model PyTorch 深度学习

Python 231

2 年前

ShengcaiLiao / QAConv

[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning

person-reidentification person-reid re-identification interpretability interpretable-deep-learning correspondence image-matching generalization deep-metric-learning metric-learning reid domain-generalization

Python 211

2 年前