Austin Xiao's Projects
Monitor Memory usage of Python code
TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
Multi-Instance-GPU profiling tool
Count the MACs / FLOPs of your MindSpore model.
A Theme for GitHub Pages
A simple and elegant Jekyll theme for an academic personal homepage
Repository to store source code for MISP20201AVWWS paper in INTERSPEECH2022
the CS missing semester Chinese version
mixup: Beyond Empirical Risk Minimization
MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。
Providing tools and templates to facilitate modern MLOps practices
Share some useful notes and references about AI engineering
A clean and minimalist theme for Jekyll.
Few-shot Keyword Spotting in Any Language and Multilingual Spoken Word Corpus
How to graduate from my system college?
Detecting silent model failure. NannyML estimates performance with an algorithm called Confidence-based Performance estimation (CBPE), developed by core contributors. It is the only open-source algorithm capable of fully capturing the impact of data drift on performance.
Different implementations of "Weighted Prediction Error" for speech dereverberation
Deep neural network (DNN) implementation for inference tasks
Neural Network based Sound Source Localization Models
The easy way to send notifications
A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).
Implementation of Online Label Smoothing in PyTorch
机器学习系统设计与实现
A Pytorch implementation of the optimal transport kernel embedding
Paderborn Sound Event Detection