zhouyuxuanyx Goto Github PK

followers: 36.0 following: 11.0 repos: 24.0 gists: 0.0

Name: Yuxuan Zhou

Type: User

Bio: PhD student at Mannheim University

Location: Germany

Blog: https://scholar.google.com/citations?user=ooVdh_kAAAAJ&hl=en

Yuxuan Zhou's Projects

ad_examples

A collection of popular anomaly detection methods (iid/point-based and time series) including active learning for anomaly detection/discovery, description for diversity/explanation/interpretability. With a deeper analysis of incorporating label feedback with ensemble and tree-based detectors. Includes results-plots and illustrations for most approaches covered.

awesome-skeleton-based-action-recognition

Skeleton-based Action Recognition

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

blockgcn

This is the official implementation of our CVPR 2024 paper "BlockGCN: Redefine Topology Awareness for Skeleton-Based Action Recognition"

ctr-gcn

[ICCV2021] Official code for "Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition"

deeplearningexamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

hierarchical_anomaly_detection

Implementation of the paper "Understanding anomaly detection with deep invertible networks through hierarchies of distributions and features" (NeurIPS 2020)

hyperformer

This is the official implementation of our paper "Hypergraph Transformer for Skeleton-based Action Recognition."

infogcn

Official implementation for "InfoGCN: Representation Learning for Human Skeleton-Based Action Recognition"

kaggle-titanic-multilayer-perceptron-solution

A Simple Multilayer Perceptron Model Reaching Top 20%

kaggle-web-traffic

1st place solution

lipnet

Keras implementation of 'LipNet: End-to-End Sentence-level Lipreading'

matlab-implementation-of-nesterov-s-accelerated-gradient-method-

Implementation and comparison of Nesterov's and other first order gradient method

multimax

This is the official implementation of our ICML 2024 paper "MultiMax: Sparse and Multi-Modal Attention Learning""

naive-bayes-spamfilter

Naive Bayes spamfilter implementation in python 3.6 and its command line interface for Linux system

neural_koopman_pooling

[CVPR 2023] Neural Koopman Pooling: Control-Inspired Temporal Dynamics Encoding for Skeleton-Based Action Recognition

sgn

This is the implementation of CVPR2020 paper “Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition”.

skeletongcl

The repository is the implementation of ICLR 2023 paper "Graph Contrastive Learning for Skeleton-based Action Recognition".

solving-mountaincar-v0-using-deep-q-learning

Keras implementation for MountainCar-v0 problem with workable hyperparameters

sp-vit-learning-2d-spatial-priors-for-vision-transformers

This is the official implementation of our BMVC 2022 paper "SP-ViT: Learning 2D Spatial Priors for Vision Transformers"

tokenlabeling

Pytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"

unsupervised-deep-learning-framework-for-anomaly-detection-in-time-series-

Unsupervised deep learning framework with online(MLP: prediction-based, 1 D Conv and VAE: reconstruction-based, Wavenet: prediction-based) settings for anaomaly detection in time series data

wavenet-in-keras-for-kaggle-competition-web-traffic-time-series-forecasting

Sequence to Sequence Model based on Wavenet instead of LSTM implemented in Keras

web-traffic-forecasting

Kaggle | Web Traffic Forecasting 📈

zhouyuxuanyx Goto Github PK

Yuxuan Zhou's Projects

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