variational inference

Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA ICLR 2025 Discrete Curvature Graph Information Bottleneck AAAI 2025 Disentangling impact of capacity, objective, batchsize, estimators, and step-size on flow VI AISTATS 2025 Distribution Optimization under Gaussian Hypothesis for Domain Adaptive Semantic Segmentation WACV 2025 DKMGP: A Gaussian Process Approach to Multi-Task and Multi-Step Vehicle Dynamics Modeling in Autonomous Racing L4DC 2025 Do Bayesian Neural Networks Actually Behave Like Bayesian Models? ICML 2025 Efficient Generative Modeling with Residual Vector Quantization-Based Tokens ICML 2025 Efficient Reinforcement Learning with Large Language Model Priors ICLR 2025 ELBOing Stein: Variational Bayes with Stein Mixture Inference ICLR 2025 ELBO, regularized maximum likelihood, and their common one-sample approximation for training stochastic neural networks UAI 2025 End-to-end Learning of Gaussian Mixture Priors for Diffusion Sampler ICLR 2025 Enhance Vision-Language Alignment with Noise AAAI 2025 Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ACL 2025 Enhancing Uncertainty Estimation and Interpretability with Bayesian Non-negative Decision Layer ICLR 2025 Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction AAAI 2025 Entropic Matching for Expectation Propagation of Markov Jump Processes AISTATS 2025 Epistemic Uncertainty and Excess Risk in Variational Inference AISTATS 2025 Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025 Factor Analysis with Correlated Topic Model for Multi-Modal Data AISTATS 2025 Fast Uncovering of Protein Sequence Diversity from Structure ICLR 2025 Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework ICML 2025 FedHB: Hierarchical Bayesian Federated Learning JMLR 2025 Fine-Tuning with Uncertainty-Aware Priors Makes Vision and Language Foundation Models More Reliable AISTATS 2025 FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation CVPR 2025 Fitted Neural Lossless Image Compression CVPR 2025