conftrace_

normalizing flow

354 papers

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Also known as

NF

Co-occurring keywords

generative model (2892) variational inference (2069) density estimation (398) variational autoencoder (1288) probability distribution (265) flow-based model (74) probabilistic modeling (852) manifold learning (403) unsupervised learning (3264) autoregressive model (456)

Papers

C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds CVPR 2020
Generative Flows with Matrix Exponential ICML 2020
Closing the Dequantization Gap: PixelCNN as a Single-Layer Flow NIPS 2020
Normalizing Kalman Filters for Multivariate Time Series Analysis NIPS 2020
STEER : Simple Temporal Regularization For Neural ODE NIPS 2020
The Expressive Power of a Class of Normalizing Flow Models AISTATS 2020
Efficient WaveGlow: An Improved WaveGlow Vocoder with Enhanced Speed INTERSPEECH 2020
On the Discrepancy between Density Estimation and Sequence Generation EMNLP 2020
Stochastic Normalizing Flows NIPS 2020
AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows NIPS 2020
SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds NIPS 2020
Flows for simultaneous manifold learning and density estimation NIPS 2020
VFlow: More Expressive Generative Flows with Variational Data Augmentation ICML 2020
Black-Box Variational Inference as a Parametric Approximation to Langevin Dynamics ICML 2020
Equivariant Flows: Exact Likelihood Generative Learning for Symmetric Densities ICML 2020
Semi-Supervised Learning with Normalizing Flows ICML 2020
Normalizing Flows on Tori and Spheres ICML 2020
Approximation Capabilities of Neural ODEs and Invertible Residual Networks ICML 2020
Tails of Lipschitz Triangular Flows ICML 2020
ACFlow: Flow Models for Arbitrary Conditional Likelihoods ICML 2020
Coping With Simulators That Don’t Always Return AISTATS 2020
Variational Neural Machine Translation with Normalizing Flows ACL 2020
FlowSynth: Simplifying Complex Audio Generation Through Explorable Latent Spaces with Normalizing Flows IJCAI 2020
Robust Front-End for Multi-Channel ASR using Flow-Based Density Estimation IJCAI 2020
Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion NIPS 2019