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Hongjun Liu's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

deep_uncertainty_estimation icon deep_uncertainty_estimation

This repository provides the code used to implement the framework to provide deep learning models with total uncertainty estimates as described in "A General Framework for Uncertainty Estimation in Deep Learning" (Loquercio, Segù, Scaramuzza. RA-L 2020).

dhrlhj icon dhrlhj

Config files for my GitHub profile.

dreamdiffusion icon dreamdiffusion

Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”

ecg_ptbxl_benchmarking icon ecg_ptbxl_benchmarking

Public repository associated with "Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL"

eeg-adapt icon eeg-adapt

Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".

inceptiontime icon inceptiontime

InceptionTime: Finding AlexNet for Time Series Classification

moment icon moment

MOMENT: A Family of Open Time-series Foundation Models

mstgcn icon mstgcn

Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.

vitst icon vitst

The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."

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