Chin-Wei Huang
12 papers · 2018–2022 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(13)
π
Triple Crown
π₯
Unstoppable
(5)
π
Century Club
(12)
π
Conference Pioneer
Conferences
NIPS (4)
ICLR (3)
ICML (3)
AISTATS (1)
UAI (1)
Top co-authors
Keywords
variational inference
(4)
variational autoencoder
(4)
score matching
(2)
variational lower bound
(2)
likelihood estimation
(2)
normalizing flow
(2)
autoregressive model
(2)
probabilistic generative model
(1)
thompson sampling
(1)
entropy estimation
(1)
riemannian manifold
(1)
amortized inference
(1)
generative model
(1)
diffusion model
(1)
contextual bandit
(1)
denoising autoencoder
(1)
pac-bayes bound
(1)
latent space
(1)
soft actor-critic
(1)
student network
(1)
Papers
Learning to Dequantise with Truncated Flows
ICLR 2022
Riemannian Diffusion Models
NIPS 2022
Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization
ICLR 2021
A Variational Perspective on Diffusion-Based Generative Models and Score Matching
NIPS 2021
Stochastic Neural Network with Kronecker Flow
AISTATS 2020
AR-DAE: Towards Unbiased Neural Entropy Gradient Estimation
ICML 2020
Probability Distillation: A Caveat and Alternatives
UAI 2019
vGraph: A Generative Model for Joint Community Detection and Node Representation Learning
NIPS 2019
Hierarchical Importance Weighted Autoencoders
ICML 2019
Improving Explorability in Variational Inference with Annealed Variational Objectives
NIPS 2018
Neural Language Modeling by Jointly Learning Syntax and Lexicon
ICLR 2018
Neural Autoregressive Flows
ICML 2018