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