YeZhang's repositories
IF-ConvTransformer-UbiComp2022
This is the project of "If-ConvTransformer: A Framework for Human Activity Recognition Using IMU Fusion and ConvTransformer"
AWD-Net-Under-Review
The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environment'
MSRP-IFCN-PR2022
Multi-scale Signed Recurrence Plot Based Time Series Classification Using Inception Architectural Networks
self-attention-HAR
[ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"
Awesome-Anything
General AI methods for Anything: AnyObject, AnyGeneration, AnyModel, AnyTask, AnyX
Awesome-Human-Activity-Recognition
An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please note that most of the collections of researches are mainly based on IMU data.
benchmarking-gnns
Repository for benchmarking graph neural networks
ccf-deadlines
⏰ CCF recommendation conference Deadline Countdowns / Please star this project, thanks~
BRECQ
Pytorch implementation of BRECQ, ICLR 2021
CVinW_Readings
A collection of papers on the topic of ``Computer Vision in the Wild (CVinW)''
DTW-Pool
Implementation of dynamic temporal pooling (DTP) for time series classification
FAGCN-1
Source codes of the feature aggregation graph convolutional network
FNet-pytorch
Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms
hierarchical-attention-HAR
[PAKDD-2021] Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition
HumanActivityRecognition_Thesis
Human Activity Recognition, exploring different sensor-types with RealWorld HAR dataset
longformer
Longformer: The Long-Document Transformer
ML-GCN
PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.
motion-sense
MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)
pytorch_wavelets
Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
robustlearn
Robust machine learning for responsible AI
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
SelfHAR
Improving Human Activity Recognition through Self-training with Unlabeled Data
SWL-Adapt
Official implementation of SWL-Adapt.
timeseries-datasets
A collection of timeseries datasets and data loaders for machine learning.
TSF-Under-Review
The pytorch implementation of our paper 'Triple Spectral Fusion For Sensor-based Human Activity Recognition'
WaveCNet
the code for WaveCNet