conftrace_

latent variable

541 papers

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Co-occurring keywords

variational autoencoder (1288) variational inference (2069) latent variable model (564) generative model (2892) graphical model (864) causal inference (1630) causal discovery (460) representation learning (6206) unsupervised learning (3264) dialogue generation (454)

Papers

A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis NIPS 2024
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases NAACL 2024
Minimax optimal density estimation using a shallow generative model with a one-dimensional latent variable AISTATS 2024
Learning Linear Causal Representations from General Environments: Identifiability and Intrinsic Ambiguity NIPS 2024
Learned Lossless Image Compression based on Bit Plane Slicing CVPR 2024
Scalable Learning of Item Response Theory Models AISTATS 2024
Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios ACL 2024
Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning NIPS 2024
Shuffled Deep Regression AAAI 2024
Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks NIPS 2024
Causal Effect Identification in a Sub-Population with Latent Variables NIPS 2024
Proxy Methods for Domain Adaptation AISTATS 2024
Unsupervised End-to-End Task-Oriented Dialogue with LLMs: The Power of the Noisy Channel EMNLP 2024
On the Parameter Identifiability of Partially Observed Linear Causal Models NIPS 2024
QVAE-Mole: The Quantum VAE with Spherical Latent Variable Learning for 3-D Molecule Generation NIPS 2024
Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics NIPS 2024
Taming Continuous Posteriors for Latent Variational Dialogue Policies AAAI 2023
AirFormer: Predicting Nationwide Air Quality in China with Transformers AAAI 2023
Latent Constraints on Unsupervised Text-Graph Alignment with Information Asymmetry AAAI 2023
Eliciting Rich Positive Emotions in Dialogue Generation ACL 2023
Interpreting Sentiment Composition with Latent Semantic Tree ACL 2023
AdaVAE: Bayesian Structural Adaptation for Variational Autoencoders NIPS 2023
Combining Graphical and Algebraic Approaches for Parameter Identification in Latent Variable Structural Equation Models AISTATS 2023
Unsupervised representation learning with recognition-parametrised probabilistic models AISTATS 2023
Unsupervised speech enhancement with deep dynamical generative speech and noise models INTERSPEECH 2023