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Variational Inference

1946 directly classified papers

Papers per year

Papers

LeanVAE: An Ultra-Efficient Reconstruction VAE for Video Diffusion Models ICCV 2025
Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis AAAI 2025
Community-Aware Variational Autoencoder for Continuous Dynamic Networks AAAI 2025
Discrete Curvature Graph Information Bottleneck AAAI 2025
Evidential Knowledge Distillation ICCV 2025
AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models CVPR 2025
Structural Entropy Guided Probabilistic Coding AAAI 2025
Scalable and Efficient Probabilistic Inference for Bayesian Deep Learning and Generative Modeling AAAI 2025
DGTalker: Disentangled Generative Latent Space Learning for Audio-Driven Gaussian Talking Heads ICCV 2025
Enhance Vision-Language Alignment with Noise AAAI 2025
Traversing Distortion-Perception Tradeoff using a Single Score-Based Generative Model CVPR 2025
Time Series Supplier Allocation via Deep Black-Litterman Model AAAI 2025
Auto Encoding Neural Process for Multi-interest Recommendation AAAI 2025
Identifying Drivers of Predictive Aleatoric Uncertainty IJCAI 2025
Socially-Informed Reconstruction for Pedestrian Trajectory Forecasting WACV 2025
Prototype Conditioned Generative Replay for Continual Learning in NLP NAACL 2025
Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and Transparency WACV 2025
FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder Decomposition IJCAI 2025
Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism IJCAI 2025
Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ACL 2025
Debiased Active Learning with Variational Gradient Rectifier AAAI 2025
Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation IJCAI 2025
Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025
Quasi-symbolic Semantic Geometry over Transformer-based Variational AutoEncoder ACL 2025
QuantileFormer: Probabilistic Time Series Forecasting with a Pattern-Mixture Decomposed VAE Transformer IJCAI 2025