Discover @Linwei94 Open Source projects

Linwei Tao (@Linwei94)

Linwei94

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Location 🇦🇺 Australia
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DualFocalLoss

Code for "Dual Focal Loss for Calibration" (ICML 2023)

NCI-Gadi-tutorial

This is a concise tutorial dedicated for training deep learning models on Gadi HPC of National Computational Infrastructure.

calibration-study

Dataset for "A Benchmark Study on Calibration" ICLR 2024

Jupyter Notebook

PCS

Code for "Calibrating a Deep Neural Network with Its Predecessors" (IJCAI 2023)

Multiple-Layer-Perceptron

This is a (USYD) COMP5329 Assignment1. A multiple layer perceptron from scratch with python.

Jupyter Notebook

ZJUSummerSchool

浙江大学暑期学校项目，一个基于微信平台的智能客服聊天机器人项目。

Bi-LSTM-Attention-CRF-for-NER

This is an implementation for my course COMP5046 assignment 2. A NER model combines Bert Embedding, BiLSTM and Multi-head Self-Attention together and produce good performance in NER task.

Confidence-Calibration

A collection of papers on Confidence (Uncertainty) Calibration

Focal-Loss-Search

Jupyter Notebook

NATS_Bench_Calibration

Calibration dataset for NAS