changliu00
Senior Researcher @ MSR AI4Science. Ph.D. from Tsinghua University. Bayesian Inference, Generative Models, AI for Science.
Microsoft Research AI4ScienceBeijing
Pinned Repositories
ascii-animation
Console ASCII Animation System
AWGF
Codes for "Understanding and Accelerating Particle-Based Variational Inference" (ICML-19)
causal-semantic-generative-model
Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution Prediction" (NeurIPS-21)
changdefs
sty file (macros and settings) for LaTeX
changliu00.github.io
Chang Liu's Homepage
cygen
Codes for CyGen, the novel generative modeling framework proposed in "On the Generative Utility of Cyclic Conditionals" (NeurIPS-21)
FGH-flow
Codes for "Understanding MCMC Dynamics as Flows on the Wasserstein Space" (ICML-19)
Riem-SVGD
Codes for "Riemannian Stein Variational Gradient Descent for Bayesian Inference" (AAAI-18)
SG-Geod-MCMC
Codes for "Stochastic Gradient Geodesic MCMC Methods" (NIPS-16)
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
changliu00's Repositories
changliu00/causal-semantic-generative-model
Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution Prediction" (NeurIPS-21)
changliu00/cygen
Codes for CyGen, the novel generative modeling framework proposed in "On the Generative Utility of Cyclic Conditionals" (NeurIPS-21)
changliu00/AWGF
Codes for "Understanding and Accelerating Particle-Based Variational Inference" (ICML-19)
changliu00/FGH-flow
Codes for "Understanding MCMC Dynamics as Flows on the Wasserstein Space" (ICML-19)
changliu00/SG-Geod-MCMC
Codes for "Stochastic Gradient Geodesic MCMC Methods" (NIPS-16)
changliu00/ascii-animation
Console ASCII Animation System
changliu00/Riem-SVGD
Codes for "Riemannian Stein Variational Gradient Descent for Bayesian Inference" (AAAI-18)
changliu00/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
changliu00/changdefs
sty file (macros and settings) for LaTeX
changliu00/changliu00.github.io
Chang Liu's Homepage
changliu00/config
vim config file
changliu00/deepqmc
Deep learning quantum Monte Carlo for electrons in real space
changliu00/electric-field-moving-charge
changliu00/ferminet
An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations
changliu00/ffjord
code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".
changliu00/latent-space-EBM-prior
changliu00/releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
changliu00/Stein-Variational-Gradient-Descent
code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"
changliu00/sylvester-flows
changliu00/tex-conceal.vim
changliu00/vim-compare-lines
A vim plugin to diff two lines of a buffer