Variational Autoencoder

Continual Learning for fMRI-Based Brain Disorder Diagnosis via Functional Connectivity Matrices Generative Replay CVPR 2026 Dual-Level Hypergraph Generation for Addressing Feature Scarcity in Whole-Slide Image Classification CVPR 2026 GenieDrive: Towards Physics-Aware Driving World Model with 4D Occupancy Guided Video Generation CVPR 2026 MeshFlow: Efficient Artistic Mesh Generation via MeshVAE and Flow-based Diffusion Transformer CVPR 2026 PhysGen: Physically Grounded 3D Shape Generation for Industrial Design CVPR 2026 Proxy-Guided Measurement Calibration CLeaR 2026 Real-Time Generation of Streamable Talking Portrait Video with Reference-Guided Deep Compression VAEs CVPR 2026 Reasoning Palette: Modulating Reasoning via Latent Contextualization for Controllable Exploration for (V)LMs CVPR 2026 Rectifying Latent Space for Generative Single-Image Reflection Removal CVPR 2026 Splatent: Splatting Diffusion Latents for Novel View Synthesis CVPR 2026 VENI: Variational Encoder for Natural Illumination CVPR 2026 Invertible Fourier Neural Operators for Tackling Both Forward and Inverse Problems AISTATS 2025 Self-Supervised Synthetic Cerebral Vessel Tree Generation using Semantic Signed Distance Fields MIDL 2025 Improving Variational Autoencoders with Density Gap-based Regularization NeurIPS 2022 BasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and Feature-Level Clustering with Derivative-Based Variational Autoencoders ICML 2021 Challenging the Semi-Supervised VAE Framework for Text Classification EMNLP 2021 Improving Gaussian mixture latent variable model convergence with Optimal Transport ACML 2021 NewtonianVAE: Proportional Control and Goal Identification From Pixels via Physical Latent Spaces CVPR 2021 A Character-Centric Neural Model for Automated Story Generation AAAI 2020 Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder AAAI 2020 Towards Governing Agent’s Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning ACML 2019 A Structured Variational Autoencoder for Contextual Morphological Inflection ACL 2018 Generating Images with Perceptual Similarity Metrics based on Deep Networks NeurIPS 2016 Fast Second Order Stochastic Backpropagation for Variational Inference NeurIPS 2015