Pinned Repositories
Convolution_autoencoder-
卷积自编码器用于图像重建
domain-adaptation-toolbox
Wrappers and implementations of several domain adaptation / transfer learning / semi-supervised learning algorithms
Domain-generalization
All about domain generalization
lrslibrary
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
oica
Overcomplete Independent Component Analysis via SDP (AISTATS'2019)
panoramicRPCA
Panoramic robust PCA for foreground-background separation on noisy, free-motion camera video
paper-reading
深度学习论文阅读、数据仓库实践体验。比做算法的懂工程落地，比做工程的懂算法模型。
Rotating-machine-fault-data-set
Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)
Speech-Recognition-for-Words
Matlab python LSTM
Stacked_Autoencoder
用 MATLAB 实现深度学习网络中的 stacked auto-encoder：使用AE variant（de-noising / sparse / contractive AE）进行预训练，用BP算法进行微调
gilgarmish's Repositories
gilgarmish/oica
Overcomplete Independent Component Analysis via SDP (AISTATS'2019)
gilgarmish/Rotating-machine-fault-data-set
Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)
gilgarmish/Convolution_autoencoder-
卷积自编码器用于图像重建
gilgarmish/Domain-generalization
All about domain generalization
gilgarmish/lrslibrary
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
gilgarmish/panoramicRPCA
Panoramic robust PCA for foreground-background separation on noisy, free-motion camera video
gilgarmish/paper-reading
深度学习论文阅读、数据仓库实践体验。比做算法的懂工程落地，比做工程的懂算法模型。
gilgarmish/Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
gilgarmish/DSN
Pytorch implementation of Domain Separation Networks
gilgarmish/fastRPCA
Matlab code for all variants of robust PCA and SPCP
gilgarmish/generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
gilgarmish/greedy_simclr
gilgarmish/HDBSCAN
Hierarchical density based clustering for applications with noise
gilgarmish/HDBSCAN_DeBaCl_APT_V1_Public
gilgarmish/keras
Deep Learning for humans
gilgarmish/Kernel-Principal-Component-Analysis-KPCA
KPCA for dimensionality reduction, feature extraction , fault detection, and fault diagnosis
gilgarmish/matlab-convolutional-autoencoder
Cost function and cost gradient function for a convolutional autoencoder.
gilgarmish/MCD_DA
gilgarmish/ML_for_learner
Implementations of the machine learning algorithm with Python and numpy
gilgarmish/MMT
[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.
gilgarmish/orica
Online Recursive Independent Component Analysis
gilgarmish/plotROC
Matlab code for computing and plotting a receiver operating characteristic (ROC) curve
gilgarmish/SignalGraph
Matlab-based deep learning toolkit that supports arbitrary directed acyclic graphs (DAG). Support DNN, LSTM, CNN layers and many signal processing layers. Include recipes/examples of using the tool for various tasks.
gilgarmish/SpikeSortingPCA_DBSCAN
Spike sorting implemented with principal component analysis (PCA) and density-based spatial clustering of applications with noise (DBSCAN) for extracellular differential electrode recordings.
gilgarmish/templateICA
MATLAB toolbox implementing template independent component analysis
gilgarmish/TS-LSTM
Skeleton-based Action Recognition using TS-LSTM model
gilgarmish/Universal-Domain-Adaptation
Code release for Universal Domain Adaptation(CVPR 2019)
gilgarmish/VAD
Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.
gilgarmish/wae
Wasserstein Auto-Encoders
gilgarmish/xray
Unsupervised Anomaly Detection for X-Ray Images