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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

Solving Inverse Problems with a Flow-based Noise Model ICML 2021
GraphDF: A Discrete Flow Model for Molecular Graph Generation ICML 2021
Riemannian Convex Potential Maps ICML 2021
Same Same but DifferNet: Semi-Supervised Defect Detection With Normalizing Flows WACV 2021
Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling ICCV 2021
Sinusoidal Flow: A Fast Invertible Autoregressive Flow ACML 2021
Likelihood-Based Diverse Sampling for Trajectory Forecasting ICCV 2021
HNPE: Leveraging Global Parameters for Neural Posterior Estimation NIPS 2021
Non-Gaussian Gaussian Processes for Few-Shot Regression NIPS 2021
Improving the Expressiveness of Neural Vocoding with Non-Affine Normalizing Flows INTERSPEECH 2021
PortaSpeech: Portable and High-Quality Generative Text-to-Speech NIPS 2021
Automatic variational inference with cascading flows ICML 2021
Scalable Normalizing Flows for Permutation Invariant Densities ICML 2021
MolGrow: A Graph Normalizing Flow for Hierarchical Molecular Generation AAAI 2021
Understanding and Mitigating Exploding Inverses in Invertible Neural Networks AISTATS 2021
Composing Normalizing Flows for Inverse Problems ICML 2021
Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech ICML 2021
Denoising Normalizing Flow NIPS 2021
Generating Smooth Pose Sequences for Diverse Human Motion Prediction ICCV 2021
Neural Hybrid Automata: Learning Dynamics With Multiple Modes and Stochastic Transitions NIPS 2021
Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling NIPS 2021
DeepGEM: Generalized Expectation-Maximization for Blind Inversion NIPS 2021
Diffusion Normalizing Flow NIPS 2021
Densely connected normalizing flows NIPS 2021
HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference AAAI 2021