Pinned Repositories
BayesianHypernet
BDL-Reading-List
Bayesian Deep Learning
CP-Flow
Convex potential flows
HIWAE
code for hierarchical importance weighted autoencoders
IFT6135H19_assignment
NAF
Experiments for the Neural Autoregressive Flows paper
naf_examples
examples of Neural Autoregressive Flows
sdeflow-light
A minimalist implementation of score-based diffusion model
torchkit
welcome_tutorials
Pytorch Tutorial given to IFT6135 Representation Learning Class
CW-Huang's Repositories
CW-Huang/NAF
Experiments for the Neural Autoregressive Flows paper
CW-Huang/sdeflow-light
A minimalist implementation of score-based diffusion model
CW-Huang/CP-Flow
Convex potential flows
CW-Huang/torchkit
CW-Huang/BayesianHypernet
CW-Huang/naf_examples
examples of Neural Autoregressive Flows
CW-Huang/welcome_tutorials
Pytorch Tutorial given to IFT6135 Representation Learning Class
CW-Huang/HIWAE
code for hierarchical importance weighted autoencoders
CW-Huang/IFT6135H19_assignment
CW-Huang/BDL-Reading-List
Bayesian Deep Learning
CW-Huang/IFT6135H20_assignment
CW-Huang/vae-paraphrase
CW-Huang/gradescope-autograder-template
A good template for creating homework assignments for gradescope autograder (in python)
CW-Huang/LDA_variations
IFT6269 project
CW-Huang/pixel-cnn-pp
Pytorch Implementation of PixelCNN++
CW-Huang/SeqIWAE
Sequentialized sampling importance resampling (SSIR) and Importance weighted variational inference
CW-Huang/AdaptiveAttention
Implementation of "Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning"
CW-Huang/iaf
Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"
CW-Huang/IFT6085
analysis on optimization methods for non-linear objective
CW-Huang/ift6266_project_inpainting
image inpainting task for the final project of IFT6266
CW-Huang/lc_softmax_experiments
CW-Huang/NoisyNaturalGradient
TensorFlow implementation of "noisy K-FAC" and "noisy EK-FAC"
CW-Huang/residual-flows
code for "Residual Flows for Invertible Generative Modeling".
CW-Huang/vae
playground for vae experiments
CW-Huang/vaeriants.github.io
A VAE wiki