This repository contains the implementation of paper "Federated Variational Autoencoder for Sequential Recommendation".

An open source implementation of CLIP.

This repository maintains resources related to machine and deep learning for Brain Research.

Contrastive Language-Image Pretraining

This project for modified Self-supervised Contrastive Learning for EEG-based Sleep Staging model to MI

HLCV SS 2021 Project "Contrast to Adapt: Noisy Label Learning with Contrastive Warmup for Source-Free Unsupervised Domain Adaptation​"

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

深度学习经典、新论文逐段精读

Pytorch implementation of "Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI"

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Common spatial pattern (CSP), an efficient f…

Unsupervised Multi-source Domain Adaptation Without Access to Source Data (CVPR '21 Oral)

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

TiFGAN: Time Frequency Generative Adversarial Networks

A curated list of awesome self-supervised methods

Code for the paper "Contrastive Clustering" (AAAI 2021)

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)

Federated Optimization in Heterogeneous Networks (MLSys '20)

Graph based gcForest for master thesis,ongoing project