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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

Normalizing Flows for Probabilistic Modeling and Inference JMLR 2021
Continuous Latent Process Flows NIPS 2021
Moser Flow: Divergence-based Generative Modeling on Manifolds NIPS 2021
AgeFlow: Conditional Age Progression and Regression with Normalizing Flows IJCAI 2021
A flow-based latent state generative model of neural population responses to natural images NIPS 2021
Graphical Normalizing Flows AISTATS 2021
Flow-Based Kernel Prior With Application to Blind Super-Resolution CVPR 2021
Smooth Normalizing Flows NIPS 2021
E(n) Equivariant Normalizing Flows NIPS 2021
iFlow: Numerically Invertible Flows for Efficient Lossless Compression via a Uniform Coder NIPS 2021
Evaluating State-of-the-Art Classification Models Against Bayes Optimality NIPS 2021
Universal Approximation Using Well-Conditioned Normalizing Flows NIPS 2021
OSOA: One-Shot Online Adaptation of Deep Generative Models for Lossless Compression NIPS 2021
A Variational Perspective on Diffusion-Based Generative Models and Score Matching NIPS 2021
Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows NIPS 2021
Invertible DenseNets with Concatenated LipSwish NIPS 2021
Sliced Iterative Normalizing Flows ICML 2021
Improving Multi-Speaker TTS Prosody Variance with a Residual Encoder and Normalizing Flows INTERSPEECH 2021
Probabilistic Modeling for Human Mesh Recovery ICCV 2021
Causal Autoregressive Flows AISTATS 2021
Autoregressive Stylized Motion Synthesis With Generative Flow CVPR 2021
A Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing Flow IJCNLP 2021
Variational inference with continuously-indexed normalizing flows UAI 2021
Sampling in Combinatorial Spaces with SurVAE Flow Augmented MCMC AISTATS 2021
Probabilistic Monocular 3D Human Pose Estimation With Normalizing Flows ICCV 2021