xxysocute's repositories
lightly
A python library for self-supervised learning on images.
RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
SimCSE
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
ML2022-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring
paper-reading
深度学习经典、新论文逐段精读
swav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
SimCSE-Pytorch
中文数据集下SimCSE+ESimCSE的实现
learngit
learnGit
NLP-Series-sentence-embeddings
NLP句子编码、句子embedding、语义相似度：BERT_avg、BERT_whitening、SBERT、SmiCSE
ConSERT
Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
Contrastive-Learning-Papers-Codes
A comprehensive list of Awesome Contrastive Learning Papers&Codes.Research include, but are not limited to: CV, NLP, Audio, Video, Multimodal, Graph, Language, etc.
aeda_nlp
Data augmentation for NLP, accepted at EMNLP 2021 Findings
BERT-whitening
简单的向量白化改善句向量质量
SimCSE-Chinese
SimCSE在中文任务上的简单实验
Simplified-TinyBERT
ECIR'21: Simplified TinyBERT: Knowledge Distillation for Document Retrieval
TinyBert
简洁易用版TinyBert：基于Bert进行知识蒸馏的预训练语言模型
SimCLRv2-Pytorch
Pretrained SimCLRv2 models in Pytorch
Machine-learning-stuffs
Apply Machine learning for some problems