Variational Inference

Generalized Information-theoretic Multi-view Clustering NeurIPS 2023 Generating Features With Increased Crop-Related Diversity for Few-Shot Object Detection CVPR 2023 Generative Decoding of Visual Stimuli ICML 2023 Generative Oversampling for Imbalanced Data via Majority-Guided VAE AISTATS 2023 Generative Semantic Segmentation CVPR 2023 Geometric Inductive Biases for Identifiable Unsupervised Learning of Disentangled Representations AAAI 2023 GFlowNet-EM for Learning Compositional Latent Variable Models ICML 2023 Gradient-Based Uncertainty Attribution for Explainable Bayesian Deep Learning CVPR 2023 Gradient-Free Kernel Stein Discrepancy NeurIPS 2023 Graph-based Polyphonic Multitrack Music Generation IJCAI 2023 Guided Deep Kernel Learning UAI 2023 Harnessing Out-Of-Distribution Examples via Augmenting Content and Style ICLR 2023 Hierarchical Semi-Implicit Variational Inference with Application to Diffusion Model Acceleration NeurIPS 2023 Hierarchical VAEs provide a normative account of motion processing in the primate brain NeurIPS 2023 HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer Interspeech 2023 HireVAE: An Online and Adaptive Factor Model Based on Hierarchical and Regime-Switch VAE IJCAI 2023 Hyperbolic VAE via Latent Gaussian Distributions NeurIPS 2023 Identifiability Guarantees for Causal Disentanglement from Soft Interventions NeurIPS 2023 Image-based Treatment Effect Heterogeneity CLeaR 2023 Implicit Variational Inference for High-Dimensional Posteriors NeurIPS 2023 Incorporating functional summary information in Bayesian neural networks using a Dirichlet process likelihood approach AISTATS 2023 Indeterminacy in Generative Models: Characterization and Strong Identifiability AISTATS 2023 Interpretable Latent Space Using Space-Filling Curves for Phonetic Analysis in Voice Conversion Interspeech 2023 Interpretable Style Transfer for Text-to-Speech with ControlVAE and Diffusion Bridge Interspeech 2023 Inverse Problem Regularization with Hierarchical Variational Autoencoders ICCV 2023