Dian-Shan Chen (dianshan14)

dianshan14

Geek Repo

Company:NCTU CS / NCKU CS

Location:Taiwan

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Dian-Shan Chen's starred repositories

whisper.cpp

Port of OpenAI's Whisper model in C/C++

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AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

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Awesome-of-Long-Tailed-Recognition

A curated list of long-tailed recognition resources.

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ldd3

Linux Device Drivers 3 examples updated to work in recent kernels

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DER-ClassIL.pytorch

The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021

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releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

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class-incremental-learning

PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)

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data-efficient-gans

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

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mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

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MAML-Pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

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search-engine-parser

Lightweight package to query popular search engines and scrape for result titles, links and descriptions

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LADE

This repository contains code for the paper "Disentangling Label Distribution for Long-tailed Visual Recognition", published at CVPR' 2021

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highdimensional-decision-boundary-plot

Estimating and plotting the decision boundary (decision surface) of machine learning classifiers in higher dimensions (scikit-learn compatible)

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FinMind

Open Data, more than 50 financial data. 提供超過 50 個金融資料(台股為主),每天更新 https://finmind.github.io/

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BalancedMetaSoftmax-Classification

[NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition

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BalancedMetaSoftmax

[NeurIPS 2020] Code for the paper "Balanced Meta-Softmax for Long-Tailed Visual Recognition"

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awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

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involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

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ranger

A VIM-inspired filemanager for the console

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twstock

台灣股市股票價格擷取 (含即時股票資訊) - Taiwan Stock Opendata with realtime

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attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

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Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

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essentials_for_CIL

Official repository of the paper 'Essentials for Class Incremental Learning'

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OSNASLib

OSNASLib is a general one-shot NAS framework empowering uses to incorporate one-shot NAS methods into various tasks (e.g. face recongition) easily.

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pytorch-gradual-warmup-lr

Gradually-Warmup Learning Rate Scheduler for PyTorch

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big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

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proxynca_pp

The implementation of ProxyNCA++.

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SoftTriple

PyTorch Implementation for SoftTriple Loss

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NormSoftmax

A PyTorch implementation of NormSoftmax based on BMVC 2019 paper "Classification is a Strong Baseline for Deep Metric Learning"

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