Pinned Repositories
Application-of-Word2vec-in-Phoneme-Recognition
Build an attention-based model for speech recogntion.Use the Word2vec model to help to train the attention model.
architect-awesome
后端架构师技术图谱
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
AttentionBasedLanguageModeling
AutomaticWeightedLoss
Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning
AuxiLearn
Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
PTB-pytorch-LSTM-attention
PTB Language Modelling task with LSTM + Attention layer
pytorch-attentive-lm
MGSong's Repositories
MGSong/AuxiLearn
Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]
MGSong/awd-lstm-lm
LSTM and QRNN Language Model Toolkit for PyTorch
MGSong/CA-MKD
This is the implementation for the ICASSP-2022 paper (Confidence-Aware Multi-Teacher Knowledge Distillation).
MGSong/CFL
MGSong/CPlusPlusThings
C++那些事
MGSong/depccg
A* CCG Parser with a Supertag and Dependency Factored Model
MGSong/design-patterns-cpp
C++ Design Patterns
MGSong/External-Attention-pytorch
Pytorch implementation of various Attention Mechanism
MGSong/GLUE-baselines
[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations
MGSong/GPT2
PyTorch Implementation of OpenAI GPT-2
MGSong/GroC
Pytorch implementation of models described in "Grounded compositional outputs for adaptive language modeling", EMNLP 2020.
MGSong/hmtl
🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
MGSong/Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
MGSong/KD4MTL
Knowledge Distillation for Multi-task Learning (ECCV20 Workshops)
MGSong/LabelRelaxation
Supplementary material and code for the novel label relaxation approach as presented at AAAI21 by Julian Lienen and Eyke Hüllermeier.
MGSong/LabelRelaxation-CVPR21
Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021
MGSong/leetcode-2
Python & JAVA Solutions for Leetcode
MGSong/mtan
The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].
MGSong/mtl
Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics
MGSong/MTLNAS
[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
MGSong/multi-task-learning
Code for the ICML 2021 paper "Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation", Haoxiang Wang, Han Zhao, Bo Li.
MGSong/Multi-Task-Learning-PyTorch
PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).
MGSong/multi-task-NLP
multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
MGSong/MultiObjectiveOptimization
Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"
MGSong/pytorch-CharLM
Character-Aware Neural Language Models in PyTorch
MGSong/pytorch-loss
label-smooth, amsoftmax, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
MGSong/Pytorch-PCGrad
Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
MGSong/reader
阅读3服务器版，桌面端，iOS可用。后端 Kotlin + Spring Boot + Vert.x + Coroutine ；前端 Vue.js + Element。麻烦点点star，关注一下公众号【假装大佬】❗️
MGSong/SIWLM
The Sequential and Intensive Weighted Language Modeling for Natural Language Understanding
MGSong/weread_decrypt
微信读书缓存文件解密