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Normalising Flows

Papers

Showing 149 of 49 papers

TitleStatusHype
NanoFlow: Scalable Normalizing Flows with Sublinear Parameter ComplexityCode1
Normalizing Flow-based Differentiable Particle FiltersCode1
OverFlow: Putting flows on top of neural transducers for better TTSCode1
Robust model training and generalisation with Studentising flowsCode1
Style-Controllable Speech-Driven Gesture Synthesis Using Normalising FlowsCode1
VFlow: More Expressive Generative Flows with Variational Data AugmentationCode1
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationCode1
Deep Structural Causal Models for Tractable Counterfactual InferenceCode1
MoGlow: Probabilistic and controllable motion synthesis using normalising flowsCode1
NEnv: Neural Environment Maps for Global IlluminationCode1
Bayesian Exploration Networks0
Testable Likelihoods for Beyond-the-Standard Model Fits0
Text-free non-parallel many-to-many voice conversion using normalising flows0
Gradient estimators for normalising flows0
MixerFlow: MLP-Mixer meets Normalising Flows0
A Conditional Flow Variational Autoencoder for Controllable Synthesis of Virtual Populations of Anatomy0
Estimation of Bivariate Structural Causal Models by Variational Gaussian Process Regression Under Likelihoods Parametrised by Normalising Flows0
Implicit Riemannian Concave Potential Maps0
Conditional Density Estimation with Bayesian Normalising Flows0
JAPAN: Joint Adaptive Prediction Areas with Normalising-Flows0
Kernelised Normalising Flows0
Latent Transformations for Discrete-Data Normalising Flows0
Learning Electron Bunch Distribution along a FEL Beamline by Normalising Flows0
Conformalised Conditional Normalising Flows for Joint Prediction Regions in time series0
Copula Flows for Synthetic Data Generation0
On the relationship between Normalising Flows and Variational- and Denoising Autoencoders0
LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation0
Parallelised Diffeomorphic Sampling-based Motion Planning0
Expressive, Variable, and Controllable Duration Modelling in TTS0
Quinoa: a Q-function You Infer Normalized Over Actions0
Localised Generative Flows0
AdvNF: Reducing Mode Collapse in Conditional Normalising Flows using Adversarial Learning0
Gaussian Process Latent Variable Flows for Massively Missing Data0
Woodbury Transformations for Deep Generative FlowsCode0
Block Neural Autoregressive FlowCode0
Bootstrap Your FlowCode0
Communicating Likelihoods with Normalising FlowsCode0
Decorrelation using Optimal TransportCode0
Flexible Tails for Normalising Flows, with Application to the Modelling of Financial Return DataCode0
Implicit Weight Uncertainty in Neural NetworksCode0
Learning the Prediction Distribution for Semi-Supervised Learning with Normalising FlowsCode0
Linear combinations of latents in generative models: subspaces and beyondCode0
Relaxing Bijectivity Constraints with Continuously Indexed Normalising FlowsCode0
Marginal Causal Flows for Validation and InferenceCode0
emuflow: Normalising Flows for Joint Cosmological AnalysisCode0
Probabilistic Classification by Density Estimation Using Gaussian Mixture Model and Masked Autoregressive FlowCode0
The Neural Moving Average Model for Scalable Variational Inference of State Space ModelsCode0
Sinusoidal Flow: A Fast Invertible Autoregressive FlowCode0
Variational Gibbs Inference for Statistical Model Estimation from Incomplete DataCode0
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