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Variational Inference

1,952 papers

Papers per year

2
9
31
252
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Papers

Learning from Multiple Sources for Data-to-Text and Text-to-Data AISTATS 2023
Bounding Evidence and Estimating Log-Likelihood in VAE AISTATS 2023
Variational Boosted Soft Trees AISTATS 2023
Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification AISTATS 2023
Uncertainty-aware Unsupervised Video Hashing AISTATS 2023
Incorporating functional summary information in Bayesian neural networks using a Dirichlet process likelihood approach AISTATS 2023
A Targeted Accuracy Diagnostic for Variational Approximations AISTATS 2023
Factorial SDE for Multi-Output Gaussian Process Regression AISTATS 2023
Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck AISTATS 2023
On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition CLEAR 2023
Image-based Treatment Effect Heterogeneity CLEAR 2023
Learning Causal Representations of Single Cells via Sparse Mechanism Shift Modeling CLEAR 2023
Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference COLT 2023
Generating Features With Increased Crop-Related Diversity for Few-Shot Object Detection CVPR 2023
Variational Distribution Learning for Unsupervised Text-to-Image Generation CVPR 2023
Masked Autoencoders Enable Efficient Knowledge Distillers CVPR 2023
Spectral Bayesian Uncertainty for Image Super-Resolution CVPR 2023
Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction CVPR 2023
Co-Salient Object Detection With Uncertainty-Aware Group Exchange-Masking CVPR 2023
Generative Semantic Segmentation CVPR 2023
Towards Accurate Image Coding: Improved Autoregressive Image Generation With Dynamic Vector Quantization CVPR 2023
Metadata-Based RAW Reconstruction via Implicit Neural Functions CVPR 2023
Adapting Shortcut With Normalizing Flow: An Efficient Tuning Framework for Visual Recognition CVPR 2023
ESLAM: Efficient Dense SLAM System Based on Hybrid Representation of Signed Distance Fields CVPR 2023
Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification CVPR 2023