Variational Inference

TTVAE: Transformer-Based Generative Modeling for Tabular Data Generation (Abstract Reprint) AAAI 2026 Turbo-VAED: Fast and Stable Transfer of Video-VAEs to Mobile Devices AAAI 2026 UMNet: Uncertainty-guided Memory Network for Hyperspectral Pansharpening AAAI 2026 Unsupervised Motion-Compensated Decomposition for Cardiac MRI Reconstruction via Neural Representation AAAI 2026 VAEVQ: Enhancing Discrete Visual Tokenization Through Variational Modeling AAAI 2026 Veli: Unsupervised Method and Unified Benchmark for Low-Cost Air Quality Sensor Correction AAAI 2026 VITA: Variational Pretraining of Transformers for Climate-Robust Crop Yield Forecasting AAAI 2026 $InterLCM$: Low-Quality Images as Intermediate States of Latent Consistency Models for Effective Blind Face Restoration ICLR 2025 Adaptive Shrinkage Estimation for Personalized Deep Kernel Regression in Modeling Brain Trajectories ICLR 2025 A Hybrid Framework for Airfoil Optimization: Combining PINNs and Genetic Algorithm (Student Abstract) AAAI 2025 AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models CVPR 2025 Asset Pricing with Contrastive Adversarial Variational Bayes IJCAI 2025 A Theoretical Framework for an Efficient Normalizing Flow-Based Solution to the Electronic Schrödinger Equation AAAI 2025 Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder ICCV 2025 Auto Encoding Neural Process for Multi-interest Recommendation AAAI 2025 BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation ACL 2025 Bridging the Gap between Variational Inference and Stochastic Gradient MCMC in Function Space ICLR 2025 Can3Tok: Canonical 3D Tokenization and Latent Modeling of Scene-Level 3D Gaussians ICCV 2025 Capturing Latent Modal Association For Multimodal Entity Alignment EMNLP 2025 Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism IJCAI 2025 Censor Dependent Variational Inference ICML 2025 CE-VAE: Capsule Enhanced Variational AutoEncoderfor Underwater Image Enhancement WACV 2025 CLASS: Conditional Latent Architecture for Search and Synthesis of Design Layouts WACV 2025 Community-Aware Variational Autoencoder for Continuous Dynamic Networks AAAI 2025 Compositional simulation-based inference for time series ICLR 2025