Damion's repositories
suggested-notation-for-machine-learning
This introduces a suggestion of mathematical notation protocol for machine learning.
AI-Toolbox
Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas
AutoSpeech
[InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei Zha, Zhangyang Wang
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。
Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
born_again_neuralnet
Unofficial pytorch implementation of Born-Again Neural Networks.
channel-distillation
PyTorch implement for Channel Distillation
conference-school-notes
Collected Conference & Summer School Notes
cs-kd
Regularizing Class-wise Predictions via Self-knowledge Distillation (CVPR 2020)
DGFraud
A Deep Graph-based Toolbox for Fraud Detection
DNA
Block-wisely Supervised Neural Architecture Search with Knowledge Distillation (CVPR 2020)
Efficient-Neural-Network-Bilibili
B站Efficient-Neural-Network学习分享的配套代码
Influence_Subsampling
Official Implementation of Unweighted Influence Data Subsampling (UIDS) - AAAI 2020
kgpolicy
Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020
MTLNAS
[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
NAT
Implementation for NAT.
NeuRec
Next RecSys Library
NSCaching
Code for NSCaching
OpenNE
An Open-Source Package for Network Embedding (NE)
plato
腾讯高性能分布式图计算框架Plato
PRIS
Source code for our www 2020 paper
recommenders
Best Practices on Recommendation Systems
SIGIR
code submission for SIGIR 2020
sigir2020_peterrec
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
sparse-sharing
Codes for "Learning Sparse Sharing Architectures for Multiple Tasks"
SRNS
Our implementation of neurips'20 paper "Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering"
symmetric_cross_entropy_for_noisy_labels
Code for ICCV2019 "Symmetric Cross Entropy for Robust Learning with Noisy Labels"
Teacher-free-Knowledge-Distillation
Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization