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Variational Inference

1946 directly classified papers

Papers per year

Papers

SELDON: Supernova Explosions Learned by Deep ODE Networks AAAI 2026
PaSE: Prototype-aligned Calibration and Shapley-based Equilibrium for Multimodal Sentiment Analysis AAAI 2026
Geometry-Aware Variational Information Maximization for Deep Incomplete Multi-view Clustering AAAI 2026
ShaLa: Multimodal Shared Latent Generative Modelling AAAI 2026
Intervention-Aware Time Series Modeling: Capturing and Evaluating Feature Dependencies AAAI 2026
Generative Video Bi-flow ICCV 2025
GCRayDiffusion: Pose-Free Surface Reconstruction via Geometric Consistent Ray Diffusion ICCV 2025
Fine-structure Preserved Real-world Image Super-resolution via Transfer VAE Training ICCV 2025
Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network CVPR 2025
Decouple to Reconstruct: High Quality UHD Restoration via Active Feature Disentanglement and Reversible Fusion ICCV 2025
DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection ICCV 2025
Dirichlet-Constrained Variational Codebook Learning for Temporally Coherent Video Face Restoration ICCV 2025
Representing 3D Shapes with 64 Latent Vectors for 3D Diffusion Models ICCV 2025
Partial Texture VAE: Color and Texture Encoder for Rock Particle Images WACV 2025
LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025
DGTalker: Disentangled Generative Latent Space Learning for Audio-Driven Gaussian Talking Heads ICCV 2025
VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction COLING 2025
Let's Chorus: Partner-aware Hybrid Song-Driven 3D Head Animation CVPR 2025
Fitted Neural Lossless Image Compression CVPR 2025
Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models CVPR 2025
Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder CVPR 2025
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer CVPR 2025
Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and Transparency WACV 2025
Infant Action Generative Modeling WACV 2025
CE-VAE: Capsule Enhanced Variational AutoEncoderfor Underwater Image Enhancement WACV 2025