Browse State-of-the-Art › Variational Inference › Papers, page 14

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 14 of 23: papers 1,301 to 1,400 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.

• Gradients should stay on Path: Better Estimators of the Reverse- and Forward KL Divergence for Normalizing Flows
  17 Jul 2022 0 repositories listed
• Mean-field Variational Inference via Wasserstein Gradient Flow
  17 Jul 2022 0 repositories listed
• The Free Energy Principle for Perception and Action: A Deep Learning Perspective
  13 Jul 2022 0 repositories listed
• Challenges and Pitfalls of Bayesian Unlearning
  7 Jul 2022 0 repositories listed
• Variational Flow Graphical Model
  6 Jul 2022 0 repositories listed
• Modeling Randomly Walking Volatility with Chained Gamma Distributions
  4 Jul 2022 0 repositories listed
• Variational Inference for Additive Main and Multiplicative Interaction Effects Models
  29 Jun 2022 0 repositories listed
• Reconstructing the Universe with Variational self-Boosted Sampling
  28 Jun 2022 0 repositories listed
• Sum-of-Squares Relaxations for Information Theory and Variational Inference
  27 Jun 2022 0 repositories listed
• End-to-End Text-to-Speech Based on Latent Representation of Speaking Styles Using Spontaneous Dialogue
  24 Jun 2022 0 repositories listed
• Cold Posteriors through PAC-Bayes
  22 Jun 2022 0 repositories listed
• Doubly Reparameterized Importance Weighted Structure Learning for Scene Graph Generation
  22 Jun 2022 0 repositories listed
• Variational Causal Dynamics: Discovering Modular World Models from Interventions
  22 Jun 2022 0 repositories listed
• Beyond Rewards: a Hierarchical Perspective on Offline Multiagent Behavioral Analysis
  17 Jun 2022 0 repositories listed
• Scaling multi-species occupancy models to large citizen science datasets
  17 Jun 2022 0 repositories listed
• Fast and Accurate Variational Inference for Large Bayesian VARs with Stochastic Volatility
  16 Jun 2022 0 repositories listed
• Variational Bayes Deep Operator Network: A data-driven Bayesian solver for parametric differential equations
  12 Jun 2022 0 repositories listed
• Reconfigurable Intelligent Surface-Aided 6G Massive Access: Coupled Tensor Modeling and Sparse Bayesian Learning
  11 Jun 2022 0 repositories listed
• PAVI: Plate-Amortized Variational Inference
  10 Jun 2022 0 repositories listed
• Decoupled Self-supervised Learning for Non-Homophilous Graphs
  7 Jun 2022 0 repositories listed
• AUTM Flow: Atomic Unrestricted Time Machine for Monotonic Normalizing Flows
  5 Jun 2022 0 repositories listed
• BayesFormer: Transformer with Uncertainty Estimation
  2 Jun 2022 0 repositories listed
• Excess risk analysis for epistemic uncertainty with application to variational inference
  2 Jun 2022 0 repositories listed
• Amortized backward variational inference in nonlinear state-space models
  1 Jun 2022 0 repositories listed
• Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification
  30 May 2022 0 repositories listed
• Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks
  29 May 2022 0 repositories listed
• Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling
  28 May 2022 0 repositories listed
• Flow-based Recurrent Belief State Learning for POMDPs
  23 May 2022 0 repositories listed
• Quasi Black-Box Variational Inference with Natural Gradients for Bayesian Learning
  23 May 2022 0 repositories listed
• RL with KL penalties is better viewed as Bayesian inference
  23 May 2022 0 repositories listed
• Foundation Posteriors for Approximate Probabilistic Inference
  19 May 2022 0 repositories listed
• Variational Inference for Bayesian Bridge Regression
  19 May 2022 0 repositories listed
• Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems
  18 May 2022 0 repositories listed
• Fat-Tailed Variational Inference with Anisotropic Tail Adaptive Flows
  16 May 2022 0 repositories listed
• Taming Continuous Posteriors for Latent Variational Dialogue Policies
  16 May 2022 0 repositories listed
• Importance Weighted Structure Learning for Scene Graph Generation
  14 May 2022 0 repositories listed
• Exploiting Variational Domain-Invariant User Embedding for Partially Overlapped Cross Domain Recommendation
  13 May 2022 0 repositories listed
• Scalable Stochastic Parametric Verification with Stochastic Variational Smoothed Model Checking
  11 May 2022 0 repositories listed
• Reducing Catastrophic Forgetting in Neural Networks via Gaussian Mixture Approximation
  10 May 2022 0 repositories listed
• Robust Learning of Parsimonious Deep Neural Networks
  10 May 2022 0 repositories listed
• Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection
  10 May 2022 0 repositories listed
• A Probabilistic Generative Model of Free Categories
  9 May 2022 0 repositories listed
• ReCAB-VAE: Gumbel-Softmax Variational Inference Based on Analytic Divergence
  9 May 2022 0 repositories listed
• Optimal Lighting Control in Greenhouses Using Bayesian Neural Networks for Sunlight Prediction
  7 May 2022 0 repositories listed
• Probabilistic Control and Majorization of Optimal Control
  6 May 2022 0 repositories listed
• A Bayesian Detect to Track System for Robust Visual Object Tracking and Semi-Supervised Model Learning
  5 May 2022 0 repositories listed
• Cluster-based Regression using Variational Inference and Applications in Financial Forecasting
  2 May 2022 0 repositories listed
• Streaming Inference for Infinite Non-Stationary Clustering
  2 May 2022 0 repositories listed
• Variational Kalman Filtering with Hinf-Based Correction for Robust Bayesian Learning in High Dimensions
  27 Apr 2022 0 repositories listed
• A Personalized Dialogue Generator with Implicit User Persona Detection
  15 Apr 2022 0 repositories listed
• Quantum-Aided Meta-Learning for Bayesian Binary Neural Networks via Born Machines
  31 Mar 2022 0 repositories listed
• A Sparsity-promoting Dictionary Model for Variational Autoencoders
  29 Mar 2022 0 repositories listed
• Treatment Learning Causal Transformer for Noisy Image Classification
  29 Mar 2022 0 repositories listed
• Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA
  25 Mar 2022 0 repositories listed
• Representation Uncertainty in Self-Supervised Learning as Variational Inference
  22 Mar 2022 0 repositories listed
• Bayesian Low-rank Matrix Completion with Dual-graph Embedding: Prior Analysis and Tuning-free Inference
  18 Mar 2022 0 repositories listed
• Accelerating Stochastic Probabilistic Inference
  15 Mar 2022 0 repositories listed
• Variational inference of fractional Brownian motion with linear computational complexity
  15 Mar 2022 0 repositories listed
• Bayesian Spatial Predictive Synthesis
  10 Mar 2022 0 repositories listed
• The Transitive Information Theory and its Application to Deep Generative Models
  9 Mar 2022 0 repositories listed
• Variational Inference with Locally Enhanced Bounds for Hierarchical Models
  8 Mar 2022 0 repositories listed
• Learning Conditional Variational Autoencoders with Missing Covariates
  2 Mar 2022 0 repositories listed
• Theoretical Error Analysis of Entropy Approximation for Gaussian Mixtures
  26 Feb 2022 0 repositories listed
• Fast variational Bayes methods for multinomial probit models
  25 Feb 2022 0 repositories listed
• Generalised Gaussian Process Latent Variable Models (GPLVM) with Stochastic Variational Inference
  25 Feb 2022 0 repositories listed
• Variational inference for large Bayesian vector autoregressions
  25 Feb 2022 0 repositories listed
• Estimators of Entropy and Information via Inference in Probabilistic Models
  24 Feb 2022 0 repositories listed
• Loss as the Inconsistency of a Probabilistic Dependency Graph: Choose Your Model, Not Your Loss Function
  24 Feb 2022 0 repositories listed
• Towards Effective and Robust Neural Trojan Defenses via Input Filtering
  24 Feb 2022 0 repositories listed
• Cyclical Variational Bayes Monte Carlo for Efficient Multi-Modal Posterior Distributions Evaluation
  23 Feb 2022 0 repositories listed
• Unsupervised Multiple-Object Tracking with a Dynamical Variational Autoencoder
  18 Feb 2022 0 repositories listed
• Information Theory with Kernel Methods
  17 Feb 2022 0 repositories listed
• Sampling Approximately Low-Rank Ising Models: MCMC meets Variational Methods
  17 Feb 2022 0 repositories listed
• Reinforcement Learning in Presence of Discrete Markovian Context Evolution
  14 Feb 2022 0 repositories listed
• Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery
  7 Feb 2022 0 repositories listed
• A heteroencoder architecture for prediction of failure locations in porous metals using variational inference
  31 Jan 2022 0 repositories listed
• Constrained Structure Learning for Scene Graph Generation
  27 Jan 2022 0 repositories listed
• Uphill Roads to Variational Tightness: Monotonicity and Monte Carlo Objectives
  26 Jan 2022 0 repositories listed
• Variational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical Structures
  18 Jan 2022 0 repositories listed
• Alleviating Cold-start Problem in CTR Prediction with A Variational Embedding Learning Framework
  17 Jan 2022 0 repositories listed
• Stochastic Autograd
  17 Jan 2022 0 repositories listed
• Multi-task longitudinal forecasting with missing values on Alzheimer's Disease
  13 Jan 2022 0 repositories listed
• Multi-Objective Diverse Human Motion Prediction With Knowledge Distillation
  1 Jan 2022 0 repositories listed
• Variational Learning for the Inverted Beta-Liouville Mixture Model and Its Application to Text Categorization
  29 Dec 2021 0 repositories listed
• Improving Robustness and Uncertainty Modelling in Neural Ordinary Differential Equations
  23 Dec 2021 0 repositories listed
• Latent Time Neural Ordinary Differential Equations
  23 Dec 2021 0 repositories listed
• Surrogate Likelihoods for Variational Annealed Importance Sampling
  22 Dec 2021 0 repositories listed
• Information Field Theory and Artificial Intelligence
  19 Dec 2021 0 repositories listed
• Neighborhood Random Walk Graph Sampling for Regularized Bayesian Graph Convolutional Neural Networks
  14 Dec 2021 0 repositories listed
• Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer
  12 Dec 2021 0 repositories listed
• A Continuous-time Stochastic Gradient Descent Method for Continuous Data
  7 Dec 2021 0 repositories listed
• On the Effectiveness of Mode Exploration in Bayesian Model Averaging for Neural Networks
  7 Dec 2021 0 repositories listed
• DPVI: A Dynamic-Weight Particle-Based Variational Inference Framework
  2 Dec 2021 0 repositories listed
• A Gaussian Process-Bayesian Bernoulli Mixture Model for Multi-Label Active Learning
  1 Dec 2021 0 repositories listed
• A universal probabilistic spike count model reveals ongoing modulation of neural variability
  1 Dec 2021 0 repositories listed
• Continuous-time edge modelling using non-parametric point processes
  1 Dec 2021 0 repositories listed
• Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels
  1 Dec 2021 0 repositories listed
• Functional Variational Inference based on Stochastic Process Generators
  1 Dec 2021 0 repositories listed
• Joint Modeling of Visual Objects and Relations for Scene Graph Generation
  1 Dec 2021 0 repositories listed
• Latent Matters: Learning Deep State-Space Models
  1 Dec 2021 0 repositories listed