Pinned Repositories
18S096SciML
18.S096 - Applications of Scientific Machine Learning
ABigSurvey
A collection of 300+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)
Awesome-Distributed-Deep-Learning
A curated list of awesome Distributed Deep Learning resources.
books
some books
descriptionlengthdeeplearning
Experiments from "The Description Length of Deep Learning Models"
disentanglement_lib
disentanglement_lib is an open-source library for research on learning disentangled representations.
GNNPapers
Must-read papers on graph neural networks (GNN)
IDNNs
explore DNNs via Infomration
interpretableCNN
MT-Reading-List
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
PangHua's Repositories
PangHua/disentanglement_lib
disentanglement_lib is an open-source library for research on learning disentangled representations.
PangHua/MT-Reading-List
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
PangHua/18S096SciML
18.S096 - Applications of Scientific Machine Learning
PangHua/ABigSurvey
A collection of 300+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)
PangHua/Awesome-Distributed-Deep-Learning
A curated list of awesome Distributed Deep Learning resources.
PangHua/books
some books
PangHua/descriptionlengthdeeplearning
Experiments from "The Description Length of Deep Learning Models"
PangHua/GNNPapers
Must-read papers on graph neural networks (GNN)
PangHua/IDNNs
explore DNNs via Infomration
PangHua/interpretableCNN
PangHua/miracle
This repository contains the code for our recent paper `Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters'
PangHua/nonlinearIB
Nonlinear Information Bottleneck
PangHua/Tutorial_BayesianCompressionForDL
A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).
PangHua/variational-dropout-sparsifies-dnn
Sparse Variational Dropout, ICML 2017
PangHua/VIBNet
Compressing Neural Networks using the Variational Information Bottleneck