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Variational Inference

1946 directly classified papers

Papers per year

Papers

SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks ICML 2022
Unsupervised Image Representation Learning with Deep Latent Particles ICML 2022
Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection ICML 2022
Low-Precision Stochastic Gradient Langevin Dynamics ICML 2022
Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking ACL 2022
FactorVAE: A Probabilistic Dynamic Factor Model Based on Variational Autoencoder for Predicting Cross-Sectional Stock Returns AAAI 2022
Cell Anomaly Localisation using Structured Uncertainty Prediction Networks MIDL 2022
Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems ICML 2022
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification ICML 2022
Structured Stochastic Gradient MCMC ICML 2022
DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization ACL 2022
Cauchy–Schwarz Regularized Autoencoder JMLR 2022
Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection RSS 2022
MMVAE at SemEval-2022 Task 5: A Multi-modal Multi-task VAE on Misogynous Meme Detection NAACL 2022
Hierarchical Sketch Induction for Paraphrase Generation ACL 2022
RényiCL: Contrastive Representation Learning with Skew Rényi Divergence NIPS 2022
AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE ACML 2022
Conditionally Gaussian PAC-Bayes AISTATS 2022
Concentration of Data Encoding in Parameterized Quantum Circuits NIPS 2022
Resampling Base Distributions of Normalizing Flows AISTATS 2022
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation ACL 2022
Controlled Text Generation Using Dictionary Prior in Variational Autoencoders ACL 2022
Wasserstein Iterative Networks for Barycenter Estimation NIPS 2022
Effective Data Augmentation for Sentence Classification Using One VAE per Class COLING 2022
BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification COLING 2022