variational autoencoder

Amortized Variational Inference: When and Why? UAI 2024 A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data ICLR 2024 Autoencoding Conditional Neural Processes for Representation Learning ICML 2024 A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs AAAI 2024 Beyond Vanilla Variational Autoencoders: Detecting Posterior Collapse in Conditional and Hierarchical Variational Autoencoders ICLR 2024 Blind Zero-Shot Audio Restoration: A Variational Autoencoder Approach for Denoising and Inpainting Interspeech 2024 Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model NeurIPS 2024 Causal Context Adjustment Loss for Learned Image Compression NeurIPS 2024 Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction EMNLP 2024 Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder ICLR 2024 Causal Representation Learning via Counterfactual Intervention AAAI 2024 CF-OPT: Counterfactual Explanations for Structured Prediction ICML 2024 Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media ACL 2024 Concept Bottleneck Generative Models ICLR 2024 Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment AAAI 2024 Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow AAAI 2024 CV-VAE: A Compatible Video VAE for Latent Generative Video Models NeurIPS 2024 DAG-Aware Variational Autoencoder for Social Propagation Graph Generation AAAI 2024 DDMI: Domain-agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations ICLR 2024 Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and Skills AAAI 2024 Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders ICLR 2024 Deep Hierarchical Video Compression AAAI 2024 Deep Variational Incomplete Multi-View Clustering: Exploring Shared Clustering Structures AAAI 2024 DiffPerformer: Iterative Learning of Consistent Latent Guidance for Diffusion-based Human Video Generation CVPR 2024 Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer NeurIPS 2024