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

Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts NIPS 2020
McFlow: Monte Carlo Flow Models for Data Imputation CVPR 2020
Deep Residual Flow for Out of Distribution Detection CVPR 2020
Normalizing Flows With Multi-Scale Autoregressive Priors CVPR 2020
Riemannian Continuous Normalizing Flows NIPS 2020
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity NIPS 2020
Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows NIPS 2020
Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification NIPS 2020
Invertible Gaussian Reparameterization: Revisiting the Gumbel-Softmax NIPS 2020
Relaxing Bijectivity Constraints with Continuously Indexed Normalising Flows ICML 2020
Stochastic Flows and Geometric Optimization on the Orthogonal Group ICML 2020
Exchangeable Generative Models with Flow Scans AAAI 2020
Structured Output Learning with Conditional Generative Flows AAAI 2020
Learning Joint Articulatory-Acoustic Representations with Normalizing Flows INTERSPEECH 2020
Fast and Flexible Temporal Point Processes with Triangular Maps NIPS 2020
Coupling-based Invertible Neural Networks Are Universal Diffeomorphism Approximators NIPS 2020
Woodbury Transformations for Deep Generative Flows NIPS 2020
Wavelet Flow: Fast Training of High Resolution Normalizing Flows NIPS 2020
SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows NIPS 2020
NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity NIPS 2020
Advances in Black-Box VI: Normalizing Flows, Importance Weighting, and Optimization NIPS 2020
Improved Variational Bayesian Phylogenetic Inference with Normalizing Flows NIPS 2020
Why Normalizing Flows Fail to Detect Out-of-Distribution Data NIPS 2020
Differentiable Causal Discovery from Interventional Data NIPS 2020
On the Sentence Embeddings from Pre-trained Language Models EMNLP 2020