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

Nonparametric Identifiability of Causal Representations from Unknown Interventions NIPS 2023
Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering EMNLP 2023
Combining Graphical and Algebraic Approaches for Parameter Identification in Latent Variable Structural Equation Models AISTATS 2023
Latent Processes Identification From Multi-View Time Series IJCAI 2023
Revisiting Structured Variational Autoencoders ICML 2023
Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits ICML 2023
Causal Conditional Hidden Markov Model for Multimodal Traffic Prediction AAAI 2023
Interpreting Sentiment Composition with Latent Semantic Tree ACL 2023
Towards a Unified Framework of Contrastive Learning for Disentangled Representations NIPS 2023
AirFormer: Predicting Nationwide Air Quality in China with Transformers AAAI 2023
ContraFeat: Contrasting Deep Features for Semantic Discovery AAAI 2023
Identifiability Guarantees for Causal Disentanglement from Soft Interventions NIPS 2023
Unpaired Multi-Domain Causal Representation Learning NIPS 2023
Joint Prompt Optimization of Stacked LLMs using Variational Inference NIPS 2023
Compressing Tabular Data via Latent Variable Estimation ICML 2023
Taming Continuous Posteriors for Latent Variational Dialogue Policies AAAI 2023
Modelling Cellular Perturbations with the Sparse Additive Mechanism Shift Variational Autoencoder NIPS 2023
Deep equilibrium models as estimators for continuous latent variables AISTATS 2023
Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona ACL 2023
Unified Segment-to-Segment Framework for Simultaneous Sequence Generation NIPS 2023
Exploring How Generative Adversarial Networks Learn Phonological Representations ACL 2023
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression CVPR 2022
Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs NIPS 2022
Text-to-speech synthesis using spectral modeling based on non-negative autoencoder INTERSPEECH 2022
Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset - Addressing the Noise-Latent Trade-Off WACV 2022