variational inference

Nonparametric Bayesian Multi-Facet Clustering for Longitudinal Data UAI 2025 No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models ICLR 2025 On the Identification of Temporal Causal Representation with Instantaneous Dependence ICLR 2025 On the Natural Gradient of the Evidence Lower Bound JMLR 2025 Open-World Objectness Modeling Unifies Novel Object Detection CVPR 2025 Posterior and Variational Inference for Deep Neural Networks with Heavy-Tailed Weights JMLR 2025 Preference Diffusion for Recommendation ICLR 2025 Probability Density Geodesics in Image Diffusion Latent Space CVPR 2025 Progressive Compression with Universally Quantized Diffusion Models ICLR 2025 ProSAM: Enhancing the Robustness of SAM-based Visual Reference Segmentation with Probabilistic Prompts ICCV 2025 ProtComposer: Compositional Protein Structure Generation with 3D Ellipsoids ICLR 2025 QuantileFormer: Probabilistic Time Series Forecasting with a Pattern-Mixture Decomposed VAE Transformer IJCAI 2025 Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models CVPR 2025 Recursive Learning of Asymptotic Variational Objectives AISTATS 2025 Regularized Rényi Divergence Minimization through Bregman Proximal Gradient Algorithms JMLR 2025 Repulsive Latent Score Distillation for Solving Inverse Problems ICLR 2025 Revisiting Unbiased Implicit Variational Inference ICML 2025 Reviving Poor Object Segmentations in OOD Medical Images using Variational-Deep-PCA Modeling on Segmentation Maps with Sampling-Free Learning WACV 2025 Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder CVPR 2025 S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling ACL 2025 Safe Beyond the Horizon: Efficient Sampling-based MPC with Neural Control Barrier Functions RSS 2025 Scalable and Adaptive Variational Bayes Methods for Hawkes Processes JMLR 2025 Scalable and Efficient Probabilistic Inference for Bayesian Deep Learning and Generative Modeling AAAI 2025 Seal Your Backdoor with Variational Defense ICCV 2025 SoftCVI: Contrastive variational inference with self-generated soft labels ICLR 2025