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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 18 of 23: papers 1,701 to 1,800 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.

• Variational Inference and Bayesian CNNs for Uncertainty Estimation in Multi-Factorial Bone Age Prediction
  25 Feb 2020 0 repositories listed
• Stochastic Normalizing Flows
  21 Feb 2020 0 repositories listed
• Large Scale Tensor Regression using Kernels and Variational Inference
  11 Feb 2020 0 repositories listed
• Cross-modal variational inference for bijective signal-symbol translation
  10 Feb 2020 0 repositories listed
• Liberty or Depth: Deep Bayesian Neural Nets Do Not Need Complex Weight Posterior Approximations
  10 Feb 2020 0 repositories listed
• Gaussian Variational State Estimation for Nonlinear State-Space Models
  7 Feb 2020 0 repositories listed
• The k-tied Normal Distribution: A Compact Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks
  7 Feb 2020 0 repositories listed
• An Equivalence between Bayesian Priors and Penalties in Variational Inference
  1 Feb 2020 0 repositories listed
• On Implicit Regularization in β-VAEs
  31 Jan 2020 0 repositories listed
• On the Information Bottleneck Problems: Models, Connections, Applications and Information Theoretic Views
  31 Jan 2020 0 repositories listed
• Multivariate Gaussian Variational Inference by Natural Gradient Descent
  27 Jan 2020 0 repositories listed
• A Deep Learning Algorithm for High-Dimensional Exploratory Item Factor Analysis
  22 Jan 2020 0 repositories listed
• Scalable Hybrid HMM with Gaussian Process Emission for Sequential Time-series Data Clustering
  7 Jan 2020 0 repositories listed
• All in the (Exponential) Family: Information Geometry and Thermodynamic Variational Inference
  1 Jan 2020 0 repositories listed
• Black-Box Variational Inference as a Parametric Approximation to Langevin Dynamics
  1 Jan 2020 0 repositories listed
• Efficient non-conjugate Gaussian process factor models for spike countdata using polynomial approximations
  1 Jan 2020 0 repositories listed
• On Implicit Regularization in β-VAEs
  1 Jan 2020 0 repositories listed
• Variance Reduction and Quasi-Newton for Particle-Based Variational Inference
  1 Jan 2020 0 repositories listed
• Variational Inference for Sequential Data with Future Likelihood Estimates
  1 Jan 2020 0 repositories listed
• Variational Label Enhancement
  1 Jan 2020 0 repositories listed
• Mixture of Inference Networks for VAE-based Audio-visual Speech Enhancement
  23 Dec 2019 0 repositories listed
• Sparse Polynomial Chaos expansions using Variational Relevance Vector Machines
  23 Dec 2019 0 repositories listed
• Pseudo-Encoded Stochastic Variational Inference
  19 Dec 2019 0 repositories listed
• A Closer Look at Disentangling in β-VAE
  11 Dec 2019 0 repositories listed
• Frequentist Consistency of Generalized Variational Inference
  10 Dec 2019 0 repositories listed
• Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression
  5 Dec 2019 0 repositories listed
• Solving Bayesian Inverse Problems via Variational Autoencoders
  5 Dec 2019 0 repositories listed
• Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning
  4 Dec 2019 0 repositories listed
• Deep Probabilistic Models to Detect Data Poisoning Attacks
  3 Dec 2019 0 repositories listed
• Stochastic Variational Inference via Upper Bound
  2 Dec 2019 0 repositories listed
• Efficient Approximate Inference with Walsh-Hadamard Variational Inference
  29 Nov 2019 0 repositories listed
• Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs
  26 Nov 2019 0 repositories listed
• Continual Learning with Adaptive Weights (CLAW)
  21 Nov 2019 0 repositories listed
• Exactly Sparse Gaussian Variational Inference with Application to Derivative-Free Batch Nonlinear State Estimation
  9 Nov 2019 0 repositories listed
• Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse
  6 Nov 2019 0 repositories listed
• Generalized Transformation-based Gradient
  6 Nov 2019 0 repositories listed
• A Rule for Gradient Estimator Selection, with an Application to Variational Inference
  5 Nov 2019 0 repositories listed
• GP-ALPS: Automatic Latent Process Selection for Multi-Output Gaussian Process Models
  5 Nov 2019 0 repositories listed
• Statistical Inference in Mean-Field Variational Bayes
  4 Nov 2019 0 repositories listed
• Neural Topic Model with Reinforcement Learning
  1 Nov 2019 0 repositories listed
• Unsupervised Neural Machine Translation with Future Rewarding
  1 Nov 2019 0 repositories listed
• VASE: Variational Assorted Surprise Exploration for Reinforcement Learning
  31 Oct 2019 0 repositories listed
• Dynamics Learning with Cascaded Variational Inference for Multi-Step Manipulation
  29 Oct 2019 0 repositories listed
• Scalable Inference for Nonparametric Hawkes Process Using Pólya-Gamma Augmentation
  29 Oct 2019 0 repositories listed
• Semi-Implicit Stochastic Recurrent Neural Networks
  28 Oct 2019 0 repositories listed
• Variational Student: Learning Compact and Sparser Networks in Knowledge Distillation Framework
  26 Oct 2019 0 repositories listed
• Stabilising priors for robust Bayesian deep learning
  23 Oct 2019 0 repositories listed
• Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems
  21 Oct 2019 0 repositories listed
• Challenges in Computing and Optimizing Upper Bounds of Marginal Likelihood based on Chi-Square Divergences
  16 Oct 2019 0 repositories listed
• Deep Amortized Variational Inference for Multivariate Time Series Imputation with Latent Gaussian Process Models
  16 Oct 2019 0 repositories listed
• Global Approximate Inference via Local Linearisation for Temporal Gaussian Processes
  16 Oct 2019 0 repositories listed
• Interpretable User Models via Decision-rule Gaussian Processes: Preliminary Results on Energy Storage
  16 Oct 2019 0 repositories listed
• Langevin Dynamics as Nonparametric Variational Inference
  16 Oct 2019 0 repositories listed
• Newtonian Monte Carlo: a second-order gradient method for speeding up MCMC
  16 Oct 2019 0 repositories listed
• Optimal Transport for Distribution Adaptation in Bayesian Hilbert Maps
  16 Oct 2019 0 repositories listed
• Pseudo-Bayesian Learning via Direct Loss Minimization with Applications to Sparse Gaussian Process Models
  16 Oct 2019 0 repositories listed
• Scalable Gradients and Variational Inference for Stochastic Differential Equations
  16 Oct 2019 0 repositories listed
• Sequential Learning for Dirichlet Process Mixtures
  16 Oct 2019 0 repositories listed
• Parametric Gaussian Process Regressors
  16 Oct 2019 0 repositories listed
• Stein Variational Gradient Descent for Approximate Bayesian Computation
  16 Oct 2019 0 repositories listed
• Structured Semi-Implicit Variational Inference
  16 Oct 2019 0 repositories listed
• Regularized Sparse Gaussian Processes
  13 Oct 2019 0 repositories listed
• High Mutual Information in Representation Learning with Symmetric Variational Inference
  4 Oct 2019 0 repositories listed
• Nonasymptotic estimates for Stochastic Gradient Langevin Dynamics under local conditions in nonconvex optimization
  4 Oct 2019 0 repositories listed
• Streamlined Variational Inference for Linear Mixed Models with Crossed Random Effects
  4 Oct 2019 0 repositories listed
• An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications
  2 Oct 2019 0 repositories listed
• CWAE-IRL: Formulating a supervised approach to Inverse Reinforcement Learning problem
  2 Oct 2019 0 repositories listed
• Robust Variational Bayesian Point Set Registration
  1 Oct 2019 0 repositories listed
• Uncertainty-Aware Audiovisual Activity Recognition Using Deep Bayesian Variational Inference
  1 Oct 2019 0 repositories listed
• Variational Few-Shot Learning
  1 Oct 2019 0 repositories listed
• Semi-supervised voice conversion with amortized variational inference
  30 Sep 2019 0 repositories listed
• Tightening Bounds for Variational Inference by Revisiting Perturbation Theory
  30 Sep 2019 0 repositories listed
• An Information Theoretic Approach to Distributed Representation Learning
  25 Sep 2019 0 repositories listed
• BasisVAE: Orthogonal Latent Space for Deep Disentangled Representation
  25 Sep 2019 0 repositories listed
• Benefits of Overparameterization in Single-Layer Latent Variable Generative Models
  25 Sep 2019 0 repositories listed
• Gaussian Process Meta-Representations Of Neural Networks
  25 Sep 2019 0 repositories listed
• Hierarchical Bayes Autoencoders
  25 Sep 2019 0 repositories listed
• Latent Variables on Spheres for Sampling and Inference
  25 Sep 2019 0 repositories listed
• LAVAE: Disentangling Location and Appearance
  25 Sep 2019 0 repositories listed
• LIA: Latently Invertible Autoencoder with Adversarial Learning
  25 Sep 2019 0 repositories listed
• Meta-Learning for Variational Inference
  25 Sep 2019 0 repositories listed
• On PAC-Bayes Bounds for Deep Neural Networks using the Loss Curvature
  25 Sep 2019 0 repositories listed
• On the Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks
  25 Sep 2019 0 repositories listed
• Probabilistic View of Multi-agent Reinforcement Learning: A Unified Approach
  25 Sep 2019 0 repositories listed
• Refining the variational posterior through iterative optimization
  25 Sep 2019 0 repositories listed
• Shallow VAEs with RealNVP Prior Can Perform as Well as Deep Hierarchical VAEs
  25 Sep 2019 0 repositories listed
• A deep adversarial approach based on multi-sensor fusion for remaining useful life prognostics
  24 Sep 2019 0 repositories listed
• Variational Conditional GAN for Fine-grained Controllable Image Generation
  22 Sep 2019 0 repositories listed
• Refined α-Divergence Variational Inference via Rejection Sampling
  17 Sep 2019 0 repositories listed
• Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field Approximation
  6 Sep 2019 0 repositories listed
• Independent Subspace Analysis for Unsupervised Learning of Disentangled Representations
  5 Sep 2019 0 repositories listed
• Latent Gaussian process with composite likelihoods and numerical quadrature
  4 Sep 2019 0 repositories listed
• Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions
  1 Sep 2019 0 repositories listed
• Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels
  26 Aug 2019 0 repositories listed
• Tutorial and Survey on Probabilistic Graphical Model and Variational Inference in Deep Reinforcement Learning
  25 Aug 2019 0 repositories listed
• Hierarchical Bayesian Personalized Recommendation: A Case Study and Beyond
  20 Aug 2019 0 repositories listed
• To Beta or Not To Beta: Information Bottleneck for DigitaL Image Forensics
  11 Aug 2019 0 repositories listed
• Convergence Rates of Variational Inference in Sparse Deep Learning
  9 Aug 2019 0 repositories listed
• Efficient Language Modeling with Automatic Relevance Determination in Recurrent Neural Networks
  1 Aug 2019 0 repositories listed
• On importance-weighted autoencoders
  24 Jul 2019 0 repositories listed