Variational Inference

Isometric Quotient Variational Auto-Encoders for Structure-Preserving Representation Learning NeurIPS 2023 Joint Prompt Optimization of Stacked LLMs using Variational Inference NeurIPS 2023 Knowledge Graph Embedding by Normalizing Flows AAAI 2023 Langevin Diffusion Variational Inference AISTATS 2023 Latent Autoregressive Source Separation AAAI 2023 Latent Bottlenecked Attentive Neural Processes ICLR 2023 Latent Constraints on Unsupervised Text-Graph Alignment with Information Asymmetry AAAI 2023 Latent SDEs on Homogeneous Spaces NeurIPS 2023 Latent Traversals in Generative Models as Potential Flows ICML 2023 Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference COLT 2023 Learning Causal Representations of Single Cells via Sparse Mechanism Shift Modeling CLeaR 2023 Learning Continuous Normalizing Flows For Faster Convergence To Target Distribution via Ascent Regularizations ICLR 2023 Learning Domain-Agnostic Representation for Disease Diagnosis ICLR 2023 Learning Dynamic Latent Spaces for Lifelong Generative Modelling AAAI 2023 Learning Energy-based Model via Dual-MCMC Teaching NeurIPS 2023 Learning from Multiple Sources for Data-to-Text and Text-to-Data AISTATS 2023 Learning Graph Variational Autoencoders With Constraints and Structured Priors for Conditional Indoor 3D Scene Generation WACV 2023 Learning Hierarchical Features with Joint Latent Space Energy-Based Prior ICCV 2023 Learning Latent Structural Relations With Message Passing Prior WACV 2023 Learning on Large-scale Text-attributed Graphs via Variational Inference ICLR 2023 Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States NeurIPS 2023 Learning to Abstract with Nonparametric Variational Information Bottleneck EMNLP 2023 Learn to Accumulate Evidence from All Training Samples: Theory and Practice ICML 2023 Lifelong Variational Autoencoder via Online Adversarial Expansion Strategy AAAI 2023 Light Sampling Field and BRDF Representation for Physically-based Neural Rendering ICLR 2023