latent variable

Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning ACL 2023 Structure by Architecture: Structured Representations without Regularization ICLR 2023 Taming Continuous Posteriors for Latent Variational Dialogue Policies AAAI 2023 Temporally Disentangled Representation Learning under Unknown Nonstationarity NeurIPS 2023 Towards a Unified Framework of Contrastive Learning for Disentangled Representations NeurIPS 2023 Tree Variational Autoencoders NeurIPS 2023 Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits ICML 2023 Unified Segment-to-Segment Framework for Simultaneous Sequence Generation NeurIPS 2023 Unpaired Multi-Domain Causal Representation Learning NeurIPS 2023 Unscented Autoencoder ICML 2023 Unsupervised representation learning with recognition-parametrised probabilistic models AISTATS 2023 Unsupervised speech enhancement with deep dynamical generative speech and noise models Interspeech 2023 β-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap ICLR 2022 A Variational Hierarchical Model for Neural Cross-Lingual Summarization ACL 2022 Blockwise Sequential Model Learning for Partially Observable Reinforcement Learning AAAI 2022 Conditional Image Generation by Conditioning Variational Auto-Encoders ICLR 2022 Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset - Addressing the Noise-Latent Trade-Off WACV 2022 Controlled Text Generation Using Dictionary Prior in Variational Autoencoders ACL 2022 Deep Counterfactual Estimation with Categorical Background Variables NeurIPS 2022 Deep Hierarchy in Bandits ICML 2022 Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies NeurIPS 2022 DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation ACL 2022 Diffusion Autoencoders: Toward a Meaningful and Decodable Representation CVPR 2022 Diffusion-LM Improves Controllable Text Generation NeurIPS 2022 Discovery of Single Independent Latent Variable NeurIPS 2022