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

Learning and Generalization in Overparameterized Normalizing Flows AISTATS 2022
Adaptation of the Independent Metropolis-Hastings Sampler with Normalizing Flow Proposals AISTATS 2022
Unsupervised Anomaly Detection by Robust Density Estimation AAAI 2022
Flow-based Recurrent Belief State Learning for POMDPs ICML 2022
Style-Structure Disentangled Features and Normalizing Flows for Diverse Icon Colorization CVPR 2022
Triangular Flows for Generative Modeling: Statistical Consistency, Smoothness Classes, and Fast Rates AISTATS 2022
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis From Sparse Inputs CVPR 2022
Poisson Flow Generative Models NIPS 2022
Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic Super-Resolution WACV 2022
Fully Convolutional Cross-Scale-Flows for Image-Based Defect Detection WACV 2022
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses CVPR 2022
Resampling Base Distributions of Normalizing Flows AISTATS 2022
Whitening Convergence Rate of Coupling-based Normalizing Flows NIPS 2022
Multiple Importance Sampling ELBO and Deep Ensembles of Variational Approximations AISTATS 2022
Local-Global MCMC kernels: the best of both worlds NIPS 2022
Dynamic Manifold Learning for Land Deformation Forecasting AAAI 2022
A Smart Trader for Portfolio Management based on Normalizing Flows IJCAI 2022
Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection RSS 2022
Modeling sRGB Camera Noise With Normalizing Flows CVPR 2022
AUTM flow: atomic unrestricted time machine for monotonic normalizing flows UAI 2022
Learning Sampling Distributions for Model Predictive Control CORL 2022
Non-Isotropy Regularization for Proxy-Based Deep Metric Learning CVPR 2022
FlowHMM: Flow-based continuous hidden Markov models NIPS 2022
Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations ACML 2022
On the expressivity of bi-Lipschitz normalizing flows ACML 2022