conftrace_

latent variable model

564 papers

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Also known as

LVM

Co-occurring keywords

variational inference (2069) latent variable (541) variational autoencoder (1288) gaussian process (1200) bayesian inference (1907) generative model (2892) expectation maximization (255) unsupervised learning (3264) probabilistic modeling (852) probabilistic model (476)

Papers

ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data AAAI 2023
Latent SDEs on Homogeneous Spaces NIPS 2023
Generalizing Nonlinear ICA Beyond Structural Sparsity NIPS 2023
Massively parallel reweighted wake-sleep UAI 2023
On PAC-Bayesian reconstruction guarantees for VAEs AISTATS 2022
Disentangled Variational Topic Inference for Topic-Accurate Financial Report Generation EMNLP 2022
Bi-Level Doubly Variational Learning for Energy-Based Latent Variable Models CVPR 2022
Cauchy–Schwarz Regularized Autoencoder JMLR 2022
Long Text Generation with Topic-aware Discrete Latent Variable Model EMNLP 2022
Variational Learning for Unsupervised Knowledge Grounded Dialogs IJCAI 2022
Energy-Based Generative Cooperative Saliency Prediction AAAI 2022
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder EMNLP 2022
A Random Matrix Perspective on Random Tensors JMLR 2022
Parameter-free Automatically Prompting: A Latent Pseudo Label Mapping Model for Prompt-based Learning EMNLP 2022
Flow-Adapter Architecture for Unsupervised Machine Translation ACL 2022
Partial disentanglement for domain adaptation ICML 2022
Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization ICML 2022
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation ACL 2022
Masked Prediction: A Parameter Identifiability View NIPS 2022
Mesoscopic modeling of hidden spiking neurons NIPS 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation AAAI 2022
Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders NIPS 2022
Variational Sparse Coding with Learned Thresholding ICML 2022
Few-Shot Non-Parametric Learning with Deep Latent Variable Model NIPS 2022
Identification of Linear Latent Variable Model with Arbitrary Distribution AAAI 2022