Dian-Shan Chen's starred repositories
whisper.cpp
Port of OpenAI's Whisper model in C/C++
Awesome-of-Long-Tailed-Recognition
A curated list of long-tailed recognition resources.
DER-ClassIL.pytorch
The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
class-incremental-learning
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
data-efficient-gans
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
search-engine-parser
Lightweight package to query popular search engines and scrape for result titles, links and descriptions
highdimensional-decision-boundary-plot
Estimating and plotting the decision boundary (decision surface) of machine learning classifiers in higher dimensions (scikit-learn compatible)
BalancedMetaSoftmax-Classification
[NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition
BalancedMetaSoftmax
[NeurIPS 2020] Code for the paper "Balanced Meta-Softmax for Long-Tailed Visual Recognition"
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
attention-transfer
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
essentials_for_CIL
Official repository of the paper 'Essentials for Class Incremental Learning'
pytorch-gradual-warmup-lr
Gradually-Warmup Learning Rate Scheduler for PyTorch
big_transfer
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
proxynca_pp
The implementation of ProxyNCA++.
SoftTriple
PyTorch Implementation for SoftTriple Loss
NormSoftmax
A PyTorch implementation of NormSoftmax based on BMVC 2019 paper "Classification is a Strong Baseline for Deep Metric Learning"