Variational Inference

Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ACL 2025 Evidential Knowledge Distillation ICCV 2025 Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025 Fail2Progress: Learning from Real-World Robot Failures with Stein Variational Inference CoRL 2025 Fine-structure Preserved Real-world Image Super-resolution via Transfer VAE Training ICCV 2025 FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation CVPR 2025 FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder Decomposition IJCAI 2025 Fitted Neural Lossless Image Compression CVPR 2025 Frequency-Semantic Enhanced Variational Autoencoder for Zero-Shot Skeleton-based Action Recognition ICCV 2025 GCRayDiffusion: Pose-Free Surface Reconstruction via Geometric Consistent Ray Diffusion ICCV 2025 Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis ICLR 2025 Generalized Gaussian Entropy Model for Point Cloud Attribute Compression with Dynamic Likelihood Intervals CVPR 2025 Generating Visual Explanations from Deep Networks using Implicit Neural Representations WACV 2025 Generative Modeling of Class Probability for Multi-Modal Representation Learning CVPR 2025 Generative Video Bi-flow ICCV 2025 GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs ICLR 2025 Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations AAAI 2025 Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation AAAI 2025 Hierarchical Variational Test-Time Prompt Generation for Zero-Shot Generalization ICCV 2025 High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders ICLR 2025 High-Quality Joint Image and Video Tokenization with Causal VAE ICLR 2025 Identifying Causal Direction via Variational Bayesian Compression ICML 2025 Identifying Drivers of Predictive Aleatoric Uncertainty IJCAI 2025 Identifying latent state transitions in non-linear dynamical systems ICLR 2025 Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ACL 2025