variational inference

Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation NeurIPS 2023 Boosting Summarization with Normalizing Flows and Aggressive Training EMNLP 2023 Bounding Evidence and Estimating Log-Likelihood in VAE AISTATS 2023 Bridge the Inference Gaps of Neural Processes via Expectation Maximization ICLR 2023 Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes NeurIPS 2023 CataBEEM: Integrating Latent Interaction Categories in Node-wise Community Detection Models for Network Data ICML 2023 Cluster-Specific Predictions with Multi-Task Gaussian Processes JMLR 2023 CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design ICML 2023 Collapsed Inference for Bayesian Deep Learning NeurIPS 2023 Common Ground in Cooperative Communication NeurIPS 2023 Compositional Score Modeling for Simulation-Based Inference ICML 2023 Conditional Matrix Flows for Gaussian Graphical Models NeurIPS 2023 Confidence-Aware Personalized Federated Learning via Variational Expectation Maximization CVPR 2023 Constraint-Conditioned Policy Optimization for Versatile Safe Reinforcement Learning NeurIPS 2023 Context-guided Embedding Adaptation for Effective Topic Modeling in Low-Resource Regimes NeurIPS 2023 Continual Unsupervised Disentangling of Self-Organizing Representations ICLR 2023 Continuous-Time Functional Diffusion Processes NeurIPS 2023 Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition AISTATS 2023 DAMix: Exploiting Deep Autoregressive Model Zoo for Improving Lossless Compression Generalization AAAI 2023 DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration ICCV 2023 Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023 Decomposition-Based Variational Network for Multi-Contrast MRI Super-Resolution and Reconstruction ICCV 2023 Deep Gaussian Markov Random Fields for Graph-Structured Dynamical Systems NeurIPS 2023 Deep Latent State Space Models for Time-Series Generation ICML 2023 DeePMOS: Deep Posterior Mean-Opinion-Score of Speech Interspeech 2023