Methods › General › Dimensionality Reduction › Variational Inference › Papers, page 5

Variational Inference

Papers archive 2025-07-28

archive papers tagged: 846 · with a code link: 337 · where Syntology ran a sample: 110 (88 with a run with no instrument failure, 22 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (110 of 846 tagged: 88 with a run with no instrument failure, 22 where every run was a failure of Syntology's instrument)

Page 5 of 9: papers 401 to 500 of 846, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Refining Amortized Posterior Approximations using Gradient-Based Summary Statistics
  15 May 2023 · 0 repositories · arXiv:2305.08733
• A stable deep adversarial learning approach for geological facies generation
  12 May 2023 · 0 repositories · arXiv:2305.13318
• Fully Bayesian VIB-DeepSSM
  9 May 2023 · 1 repository · arXiv:2305.05797
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Atmospheric Turbulence Correction via Variational Deep Diffusion
  8 May 2023 · 0 repositories · arXiv:2305.05077
• FedHB: Hierarchical Bayesian Federated Learning
  8 May 2023 · 0 repositories · arXiv:2305.04979
• Variational Nonlinear Kalman Filtering with Unknown Process Noise Covariance
  6 May 2023 · 0 repositories · arXiv:2305.03914
• Towards Causal Representation Learning and Deconfounding from Indefinite Data
  4 May 2023 · 0 repositories · arXiv:2305.02640
• Tensorizing flows: a tool for variational inference
  3 May 2023 · 0 repositories · arXiv:2305.02460
• Variational Inference for Bayesian Neural Networks under Model and Parameter Uncertainty
  1 May 2023 · 1 repository · arXiv:2305.00934
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach
  25 Apr 2023 · 0 repositories · arXiv:2304.12502
• Likelihood-Based Generative Radiance Field with Latent Space Energy-Based Model for 3D-Aware Disentangled Image Representation
  16 Apr 2023 · 0 repositories · arXiv:2304.07918
• Bayesian Inference on Brain-Computer Interfaces via GLASS
  14 Apr 2023 · 1 repository · arXiv:2304.07401
• The Deep Latent Position Topic Model for Clustering and Representation of Networks with Textual Edges
  14 Apr 2023 · 0 repositories · arXiv:2304.08242
• Black Box Variational Inference with a Deterministic Objective: Faster, More Accurate, and Even More Black Box
  11 Apr 2023 · 1 repository · arXiv:2304.05527
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Forward-backward Gaussian variational inference via JKO in the Bures-Wasserstein Space
  10 Apr 2023 · 0 repositories · arXiv:2304.05398
• Bayesian neural networks via MCMC: a Python-based tutorial
  2 Apr 2023 · 1 repository · arXiv:2304.02595
• The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting
  28 Mar 2023 · 0 repositories · arXiv:2303.15860
• Practical and Matching Gradient Variance Bounds for Black-Box Variational Bayesian Inference
  18 Mar 2023 · 0 repositories · arXiv:2303.10472
• Hybrid Variational Autoencoder for Time Series Forecasting
  13 Mar 2023 · 0 repositories · arXiv:2303.07048
• Variational Inference for Neyman-Scott Processes
  7 Mar 2023 · 1 repository · arXiv:2303.03701
• Variational Inference of Structured Line Spectra Exploiting Group-Sparsity
  6 Mar 2023 · 0 repositories · arXiv:2303.03017
• Interactive Segmentation as Gaussian Process Classification
  28 Feb 2023 · 1 repository · arXiv:2302.14578
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Particle-based Online Bayesian Sampling
  28 Feb 2023 · 0 repositories · arXiv:2302.14796
• Natural Gradient Hybrid Variational Inference with Application to Deep Mixed Models
  27 Feb 2023 · 1 repository · arXiv:2302.13536
• PITS: Variational Pitch Inference without Fundamental Frequency for End-to-End Pitch-controllable TTS
  24 Feb 2023 · 2 repositories · arXiv:2302.12391
• Streaming data recovery via Bayesian tensor train decomposition
  23 Feb 2023 · 0 repositories · arXiv:2302.12148
• Energy-Based Test Sample Adaptation for Domain Generalization
  22 Feb 2023 · 1 repository · arXiv:2302.11215
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• VI-DGP: A variational inference method with deep generative prior for solving high-dimensional inverse problems
  22 Feb 2023 · 0 repositories · arXiv:2302.11173
• Variational Boosted Soft Trees
  21 Feb 2023 · 0 repositories · arXiv:2302.10706
• Free-Form Variational Inference for Gaussian Process State-Space Models
  20 Feb 2023 · 1 repository · arXiv:2302.09921
• Bayesian Matrix Decomposition and Applications
  18 Feb 2023 · 0 repositories · arXiv:2302.11337
• Piecewise Deterministic Markov Processes for Bayesian Neural Networks
  17 Feb 2023 · 2 repositories · arXiv:2302.08724
• The Shrinkage-Delinkage Trade-off: An Analysis of Factorized Gaussian Approximations for Variational Inference
  17 Feb 2023 · 1 repository · arXiv:2302.09163
• GFlowNet-EM for learning compositional latent variable models
  13 Feb 2023 · 1 repository · arXiv:2302.06576
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Variational Bayesian Neural Networks via Resolution of Singularities
  13 Feb 2023 · 1 repository · arXiv:2302.06035
• Differentially Private Normalizing Flows for Density Estimation, Data Synthesis, and Variational Inference with Application to Electronic Health Records
  11 Feb 2023 · 1 repository · arXiv:2302.05787
• A Benchmark on Uncertainty Quantification for Deep Learning Prognostics
  9 Feb 2023 · 1 repository · arXiv:2302.04730
• Federated Learning as Variational Inference: A Scalable Expectation Propagation Approach
  8 Feb 2023 · 1 repository · arXiv:2302.04228
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Flat Seeking Bayesian Neural Networks
  6 Feb 2023 · 0 repositories · arXiv:2302.02713
• Prior Density Learning in Variational Bayesian Phylogenetic Parameters Inference
  6 Feb 2023 · 1 repository · arXiv:2302.02522
• Variational Inference on the Final-Layer Output of Neural Networks
  5 Feb 2023 · 1 repository · arXiv:2302.02420
• Short-term Prediction and Filtering of Solar Power Using State-Space Gaussian Processes
  1 Feb 2023 · 0 repositories · arXiv:2302.00388
• Learning noisy-OR Bayesian Networks with Max-Product Belief Propagation
  31 Jan 2023 · 0 repositories · arXiv:2302.00099
• A theory of continuous generative flow networks
  30 Jan 2023 · 1 repository · arXiv:2301.12594
  Syntology official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
• SeeGera: Self-supervised Semi-implicit Graph Variational Auto-encoders with Masking
  29 Jan 2023 · 0 repositories · arXiv:2301.12458
• Variational Latent Branching Model for Off-Policy Evaluation
  28 Jan 2023 · 1 repository · arXiv:2301.12056
• Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates
  26 Jan 2023 · 1 repository · arXiv:2301.11294
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples)
• Neural Dynamic Focused Topic Model
  26 Jan 2023 · 1 repository · arXiv:2301.10988
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Rigid Body Flows for Sampling Molecular Crystal Structures
  26 Jan 2023 · 1 repository · arXiv:2301.11355
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective
  25 Jan 2023 · 0 repositories · arXiv:2301.10536
• Towards Flexibility and Interpretability of Gaussian Process State-Space Model
  21 Jan 2023 · 1 repository · arXiv:2301.08843
• Projective Integral Updates for High-Dimensional Variational Inference
  20 Jan 2023 · 1 repository · arXiv:2301.08374
• BayesSpeech: A Bayesian Transformer Network for Automatic Speech Recognition
  16 Jan 2023 · 0 repositories · arXiv:2301.11276
• Variational Inference: Posterior Threshold Improves Network Clustering Accuracy in Sparse Regimes
  12 Jan 2023 · 0 repositories · arXiv:2301.04771
• A Tutorial on Parametric Variational Inference
  3 Jan 2023 · 0 repositories · arXiv:2301.01236
• Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise
  3 Jan 2023 · 0 repositories · arXiv:2301.01054
• Posterior Collapse and Latent Variable Non-identifiability
  2 Jan 2023 · 0 repositories · arXiv:2301.00537
• Interactive Segmentation As Gaussion Process Classification
  1 Jan 2023 · 1 repository
• Plausible Uncertainties for Human Pose Regression
  1 Jan 2023 · 0 repositories
• Robust and Scalable Gaussian Process Regression and Its Applications
  1 Jan 2023 · 1 repository
• Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion
  30 Dec 2022 · 0 repositories · arXiv:2212.14595
• Visualizing Information Bottleneck through Variational Inference
  24 Dec 2022 · 0 repositories · arXiv:2212.12667
• Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field
  17 Dec 2022 · 1 repository · arXiv:2212.08929
• Learning and Predicting Multimodal Vehicle Action Distributions in a Unified Probabilistic Model Without Labels
  14 Dec 2022 · 0 repositories · arXiv:2212.07013
• Smoothing volatility targeting
  14 Dec 2022 · 0 repositories · arXiv:2212.07288
• Traffic Flow Prediction via Variational Bayesian Inference-based Encoder-Decoder Framework
  14 Dec 2022 · 0 repositories · arXiv:2212.07194
• Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning
  7 Dec 2022 · 0 repositories · arXiv:2212.03537
• Further analysis of multilevel Stein variational gradient descent with an application to the Bayesian inference of glacier ice models
  6 Dec 2022 · 0 repositories · arXiv:2212.03366
• Learning the joint distribution of two sequences using little or no paired data
  6 Dec 2022 · 0 repositories · arXiv:2212.03232
• Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field
  3 Dec 2022 · 1 repository · arXiv:2212.01581
• Variational Laplace Autoencoders
  30 Nov 2022 · 0 repositories · arXiv:2211.17267
• Particle-based Variational Inference with Preconditioned Functional Gradient Flow
  25 Nov 2022 · 0 repositories · arXiv:2211.13954
• Bayesian Learning for Neural Networks: an algorithmic survey
  21 Nov 2022 · 0 repositories · arXiv:2211.11865
• Deep Gaussian Processes for Air Quality Inference
  18 Nov 2022 · 1 repository · arXiv:2211.10174
• Prediction and Uncertainty Quantification of SAFARI-1 Axial Neutron Flux Profiles with Neural Networks
  16 Nov 2022 · 0 repositories · arXiv:2211.08654
• Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors
  15 Nov 2022 · 0 repositories · arXiv:2211.07820
• Hierarchical Phrase-based Sequence-to-Sequence Learning
  15 Nov 2022 · 1 repository · arXiv:2211.07906
• Variational Augmentation for Enhancing Historical Document Image Binarization
  12 Nov 2022 · 1 repository · arXiv:2211.06581
• Semi-supervised Variational Autoencoder for Regression: Application on Soft Sensors
  11 Nov 2022 · 1 repository · arXiv:2211.05979
• Thompson Sampling for High-Dimensional Sparse Linear Contextual Bandits
  11 Nov 2022 · 1 repository · arXiv:2211.05964
• Towards Improved Learning in Gaussian Processes: The Best of Two Worlds
  11 Nov 2022 · 0 repositories · arXiv:2211.06260
• Black-box Coreset Variational Inference
  4 Nov 2022 · 1 repository · arXiv:2211.02377
• Automatic differentiation is no panacea for phylogenetic gradient computation
  3 Nov 2022 · 2 repositories · arXiv:2211.02168
• FUNCK: Information Funnels and Bottlenecks for Invariant Representation Learning
  2 Nov 2022 · 0 repositories · arXiv:2211.01446
• Variational Hierarchical Mixtures for Probabilistic Learning of Inverse Dynamics
  2 Nov 2022 · 0 repositories · arXiv:2211.01120
• DPVIm: Differentially Private Variational Inference Improved
  28 Oct 2022 · 0 repositories · arXiv:2210.15961
• Period VITS: Variational Inference with Explicit Pitch Modeling for End-to-end Emotional Speech Synthesis
  28 Oct 2022 · 0 repositories · arXiv:2210.15964
• Adversarial Purification with the Manifold Hypothesis
  26 Oct 2022 · 0 repositories · arXiv:2210.14404
• Manifold Gaussian Variational Bayes on the Precision Matrix
  26 Oct 2022 · 1 repository · arXiv:2210.14598
• Rhino: Deep Causal Temporal Relationship Learning With History-dependent Noise
  26 Oct 2022 · 0 repositories · arXiv:2210.14706
• GFlowOut: Dropout with Generative Flow Networks
  24 Oct 2022 · 0 repositories · arXiv:2210.12928
• On the optimization and pruning for Bayesian deep learning
  24 Oct 2022 · 1 repository · arXiv:2210.12957
• Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment
  24 Oct 2022 · 1 repository · arXiv:2210.13005
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• On Representations of Mean-Field Variational Inference
  20 Oct 2022 · 0 repositories · arXiv:2210.11385
• Solving Reasoning Tasks with a Slot Transformer
  20 Oct 2022 · 0 repositories · arXiv:2210.11394
• Rethinking Sharpness-Aware Minimization as Variational Inference
  19 Oct 2022 · 1 repository · arXiv:2210.10452
• A Variational Perspective on Generative Flow Networks
  14 Oct 2022 · 0 repositories · arXiv:2210.07992
• On the Relationship Between Variational Inference and Auto-Associative Memory
  14 Oct 2022 · 1 repository · arXiv:2210.08013
• Joint control variate for faster black-box variational inference
  13 Oct 2022 · 1 repository · arXiv:2210.07290
• Dirichlet process mixture models for non-stationary data streams
  13 Oct 2022 · 0 repositories · arXiv:2210.06872