DeepCORAL

Correlation alignment

An implementation of a deep learning technique to align correlations in layer activations of neural networks for domain adaptation

🧠 A PyTorch implementation of 'Deep CORAL: Correlation Alignment for Deep Domain Adaptation.', ECCV 2016

GitHub

226 stars
8 watching
42 forks
Language: Python
last commit: over 3 years ago
deep-learningmachine-learningpython3pytorch

Related projects:

Repository Description Stars
benedekrozemberczki/sgcn An implementation of a deep learning algorithm for graph data 268
1adrianb/face-alignment A PyTorch-based library for detecting and aligning facial landmarks in 2D and 3D images 7,100
tianhongdai/integrated-gradient-pytorch A PyTorch implementation of attributing the impact of inputs on deep neural network outputs 181
kwstat/corrgram Provides a way to visualize correlation relationships in data 18
tramac/fast-scnn-pytorch A PyTorch implementation of a deep learning model for semantic segmentation tasks in computer vision. 381
shahsohil/dcc An implementation of Deep Continuous Clustering algorithms using PyTorch. 209
lz118/deep-correlation-network Develops a deep neural network model for detecting salient objects in RGBT images using correlation information from other colors. 13
gao-lab/slat A software package for aligning single-cell spatial omics data using deep learning and graph neural networks 80
taiyun/corrplot A tool for visualizing and exploring correlation matrices to reveal hidden patterns in data. 317
kimhc6028/relational-networks A PyTorch implementation of a neural network module for relational reasoning in computer vision tasks 812
kaiyangzhou/dassl.pytorch A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. 1,217
zhanghang1989/pytorch-encoding A Python framework for building deep learning models with optimized encoding layers and batch normalization. 2,041
nexusapoorvacus/deepvariationstructuredrl An implementation of reinforcement learning for visual relationship and attribute detection using PyTorch. 63
kuangjuihsu/deepco3 A deep learning framework for instance co-segmentation and object colocalization 137
gemslab/regal An implementation of a graph alignment method based on representation learning and matrix factorization. 92