Browse State-of-the-Art › Variational Inference › Papers, page 13

Variational Inference

Papers archive 2025-07-28

archive papers tagged: 2,274 · with a code link: 880 · where Syntology ran a sample: 269 (223 with a run with no instrument failure, 46 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (269 of 2,274 tagged: 223 with a run with no instrument failure, 46 where every run was a failure of Syntology's instrument)

Page 13 of 23: papers 1,201 to 1,300 of 2,274, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent
  23 May 2023 0 repositories listed
• Score Operator Newton transport
  16 May 2023 0 repositories listed
• Refining Amortized Posterior Approximations using Gradient-Based Summary Statistics
  15 May 2023 0 repositories listed
• A stable deep adversarial learning approach for geological facies generation
  12 May 2023 0 repositories listed
• Atmospheric Turbulence Correction via Variational Deep Diffusion
  8 May 2023 0 repositories listed
• FedHB: Hierarchical Bayesian Federated Learning
  8 May 2023 0 repositories listed
• Variational Nonlinear Kalman Filtering with Unknown Process Noise Covariance
  6 May 2023 0 repositories listed
• Towards Causal Representation Learning and Deconfounding from Indefinite Data
  4 May 2023 0 repositories listed
• Tensorizing flows: a tool for variational inference
  3 May 2023 0 repositories listed
• Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach
  25 Apr 2023 0 repositories listed
• Machine Learning and the Future of Bayesian Computation
  21 Apr 2023 0 repositories listed
• Likelihood-Based Generative Radiance Field with Latent Space Energy-Based Model for 3D-Aware Disentangled Image Representation
  16 Apr 2023 0 repositories listed
• The Deep Latent Position Topic Model for Clustering and Representation of Networks with Textual Edges
  14 Apr 2023 0 repositories listed
• Forward-backward Gaussian variational inference via JKO in the Bures-Wasserstein Space
  10 Apr 2023 0 repositories listed
• The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting
  28 Mar 2023 0 repositories listed
• Variational Distribution Learning for Unsupervised Text-to-Image Generation
  28 Mar 2023 0 repositories listed
• Convergence Analysis of Stochastic Gradient Descent with MCMC Estimators
  19 Mar 2023 0 repositories listed
• Practical and Matching Gradient Variance Bounds for Black-Box Variational Bayesian Inference
  18 Mar 2023 0 repositories listed
• Hybrid Variational Autoencoder for Time Series Forecasting
  13 Mar 2023 0 repositories listed
• DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration
  12 Mar 2023 0 repositories listed Syntology 2 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; 1 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Computing with Categories in Machine Learning
  7 Mar 2023 0 repositories listed
• Variational Inference of Structured Line Spectra Exploiting Group-Sparsity
  6 Mar 2023 0 repositories listed
• Particle-based Online Bayesian Sampling
  28 Feb 2023 0 repositories listed
• U-Statistics for Importance-Weighted Variational Inference
  27 Feb 2023 0 repositories listed
• Streaming data recovery via Bayesian tensor train decomposition
  23 Feb 2023 0 repositories listed
• VI-DGP: A variational inference method with deep generative prior for solving high-dimensional inverse problems
  22 Feb 2023 0 repositories listed
• Variational Boosted Soft Trees
  21 Feb 2023 0 repositories listed
• Bayesian Matrix Decomposition and Applications
  18 Feb 2023 0 repositories listed
• Federated Variational Inference Methods for Structured Latent Variable Models
  7 Feb 2023 0 repositories listed
• Flat Seeking Bayesian Neural Networks
  6 Feb 2023 0 repositories listed
• Short-term Prediction and Filtering of Solar Power Using State-Space Gaussian Processes
  1 Feb 2023 0 repositories listed
• Learning noisy-OR Bayesian Networks with Max-Product Belief Propagation
  31 Jan 2023 0 repositories listed
• SeeGera: Self-supervised Semi-implicit Graph Variational Auto-encoders with Masking
  29 Jan 2023 0 repositories listed
• Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective
  25 Jan 2023 0 repositories listed
• BayesSpeech: A Bayesian Transformer Network for Automatic Speech Recognition
  16 Jan 2023 0 repositories listed
• Variational Inference: Posterior Threshold Improves Network Clustering Accuracy in Sparse Regimes
  12 Jan 2023 0 repositories listed
• Fast and Correct Gradient-Based Optimisation for Probabilistic Programming via Smoothing
  9 Jan 2023 0 repositories listed
• A Tutorial on Parametric Variational Inference
  3 Jan 2023 0 repositories listed
• Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise
  3 Jan 2023 0 repositories listed
• Posterior Collapse and Latent Variable Non-identifiability
  2 Jan 2023 0 repositories listed
• MAGI: Multi-Annotated Explanation-Guided Learning
  1 Jan 2023 0 repositories listed
• Plausible Uncertainties for Human Pose Regression
  1 Jan 2023 0 repositories listed
• Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion
  30 Dec 2022 0 repositories listed
• Visualizing Information Bottleneck through Variational Inference
  24 Dec 2022 0 repositories listed
• Learning and Predicting Multimodal Vehicle Action Distributions in a Unified Probabilistic Model Without Labels
  14 Dec 2022 0 repositories listed
• Smoothing volatility targeting
  14 Dec 2022 0 repositories listed
• Traffic Flow Prediction via Variational Bayesian Inference-based Encoder-Decoder Framework
  14 Dec 2022 0 repositories listed
• Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning
  7 Dec 2022 0 repositories listed
• Further analysis of multilevel Stein variational gradient descent with an application to the Bayesian inference of glacier ice models
  6 Dec 2022 0 repositories listed
• Learning the joint distribution of two sequences using little or no paired data
  6 Dec 2022 0 repositories listed
• Domain-Invariant Feature Alignment Using Variational Inference For Partial Domain Adaptation
  3 Dec 2022 0 repositories listed
• Variational Laplace Autoencoders
  30 Nov 2022 0 repositories listed
• Particle-based Variational Inference with Preconditioned Functional Gradient Flow
  25 Nov 2022 0 repositories listed
• MP-GELU Bayesian Neural Networks: Moment Propagation by GELU Nonlinearity
  24 Nov 2022 0 repositories listed
• Bayesian Learning for Neural Networks: an algorithmic survey
  21 Nov 2022 0 repositories listed
• Compositional Scene Modeling with Global Object-Centric Representations
  21 Nov 2022 0 repositories listed
• Prediction and Uncertainty Quantification of SAFARI-1 Axial Neutron Flux Profiles with Neural Networks
  16 Nov 2022 0 repositories listed
• Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors
  15 Nov 2022 0 repositories listed
• On the Performance of Direct Loss Minimization for Bayesian Neural Networks
  15 Nov 2022 0 repositories listed
• Towards Improved Learning in Gaussian Processes: The Best of Two Worlds
  11 Nov 2022 0 repositories listed
• Fast and efficient speech enhancement with variational autoencoders
  2 Nov 2022 0 repositories listed
• FUNCK: Information Funnels and Bottlenecks for Invariant Representation Learning
  2 Nov 2022 0 repositories listed
• Variational Hierarchical Mixtures for Probabilistic Learning of Inverse Dynamics
  2 Nov 2022 0 repositories listed
• Variational Inference Aided Estimation of Time Varying Channels
  31 Oct 2022 0 repositories listed
• DPVIm: Differentially Private Variational Inference Improved
  28 Oct 2022 0 repositories listed
• Period VITS: Variational Inference with Explicit Pitch Modeling for End-to-end Emotional Speech Synthesis
  28 Oct 2022 0 repositories listed
• Adversarial Purification with the Manifold Hypothesis
  26 Oct 2022 0 repositories listed
• Rhino: Deep Causal Temporal Relationship Learning With History-dependent Noise
  26 Oct 2022 0 repositories listed
• GFlowOut: Dropout with Generative Flow Networks
  24 Oct 2022 0 repositories listed
• On Representations of Mean-Field Variational Inference
  20 Oct 2022 0 repositories listed
• Solving Reasoning Tasks with a Slot Transformer
  20 Oct 2022 0 repositories listed
• A Variational Perspective on Generative Flow Networks
  14 Oct 2022 0 repositories listed
• Dirichlet process mixture models for non-stationary data streams
  13 Oct 2022 0 repositories listed
• Probabilistic Integration of Object Level Annotations in Chest X-ray Classification
  13 Oct 2022 0 repositories listed
• Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics
  12 Oct 2022 0 repositories listed
• Scaling up Stochastic Gradient Descent for Non-convex Optimisation
  6 Oct 2022 0 repositories listed
• Multi-view information fusion using multi-view variational autoencoders to predict proximal femoral strength
  3 Oct 2022 0 repositories listed
• Uncertainty estimations methods for a deep learning model to aid in clinical decision-making -- a clinician's perspective
  2 Oct 2022 0 repositories listed
• Learnable Distribution Calibration for Few-Shot Class-Incremental Learning
  1 Oct 2022 0 repositories listed
• Correcting the Sub-optimal Bit Allocation
  29 Sep 2022 0 repositories listed
• Structured Optimal Variational Inference for Dynamic Latent Space Models
  29 Sep 2022 0 repositories listed
• Targeted Separation and Convergence with Kernel Discrepancies
  26 Sep 2022 0 repositories listed
• Amortized Variational Inference: A Systematic Review
  22 Sep 2022 0 repositories listed
• Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification
  18 Sep 2022 0 repositories listed
• Fair Inference for Discrete Latent Variable Models
  15 Sep 2022 0 repositories listed
• On the detrimental effect of invariances in the likelihood for variational inference
  15 Sep 2022 0 repositories listed
• β-CapsNet: Learning Disentangled Representation for CapsNet by Information Bottleneck
  12 Sep 2022 0 repositories listed
• A Variational Approach to Parameter Estimation for Characterizing 2-D Cluster Variation Method Topographies
  9 Sep 2022 0 repositories listed
• Bayesian Neural Network Inference via Implicit Models and the Posterior Predictive Distribution
  6 Sep 2022 0 repositories listed
• ProBoost: a Boosting Method for Probabilistic Classifiers
  4 Sep 2022 0 repositories listed
• Variational Inference for Model-Free and Model-Based Reinforcement Learning
  4 Sep 2022 0 repositories listed
• Learning Multiscale Non-stationary Causal Structures
  31 Aug 2022 0 repositories listed
• Langevin Diffusion Variational Inference
  16 Aug 2022 0 repositories listed
• Uncertainty Quantification for Traffic Forecasting: A Unified Approach
  11 Aug 2022 0 repositories listed
• Fully probabilistic deep models for forward and inverse problems in parametric PDEs
  9 Aug 2022 0 repositories listed
• Unitary Approximate Message Passing for Matrix Factorization
  31 Jul 2022 0 repositories listed
• One Simple Trick to Fix Your Bayesian Neural Network
  26 Jul 2022 0 repositories listed
• Sliced Wasserstein Variational Inference
  26 Jul 2022 0 repositories listed
• Learning Generalizable Latent Representations for Novel Degradations in Super Resolution
  25 Jul 2022 0 repositories listed
• Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection
  22 Jul 2022 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.