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variational autoencoder

1288 papers

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Co-occurring keywords

generative model (2892) variational inference (2069) latent space (854) representation learning (6206) latent representation (418) latent variable (541) disentangled representation (521) unsupervised learning (3264) latent variable model (564) generative adversarial network (1944)

Papers

Towards a Theoretical Understanding of the Robustness of Variational Autoencoders AISTATS 2021
Learning Bijective Feature Maps for Linear ICA AISTATS 2021
Deep Generative Missingness Pattern-Set Mixture Models AISTATS 2021
Meta-Learning Divergences for Variational Inference AISTATS 2021
Variational Autoencoder with Learned Latent Structure AISTATS 2021
Longitudinal Variational Autoencoder AISTATS 2021
Factorising Meaning and Form for Intent-Preserving Paraphrasing ACL 2021
Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings AISTATS 2021
Deep Markov Factor Analysis: Towards Concurrent Temporal and Spatial Analysis of fMRI Data NIPS 2021
Targeted Neural Dynamical Modeling NIPS 2021
Improving Sample Efficiency in Model-Free Reinforcement Learning from Images AAAI 2021
Generating Long Financial Report using Conditional Variational Autoencoders with Knowledge Distillation AAAI 2021
DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations AAAI 2021
Speculative Sampling in Variational Autoencoders for Dialogue Response Generation EMNLP 2021
Open Knowledge Graphs Canonicalization using Variational Autoencoders EMNLP 2021
Neural Attention-Aware Hierarchical Topic Model EMNLP 2021
Cross-Domain Latent Modulation for Variational Transfer Learning WACV 2021
Representation Learning for Event-based Visuomotor Policies NIPS 2021
Posterior Collapse and Latent Variable Non-identifiability NIPS 2021
Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning NIPS 2021
Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity NIPS 2021
TVQVC: Transformer Based Vector Quantized Variational Autoencoder with CTC Loss for Voice Conversion INTERSPEECH 2021
Glow-WaveGAN: Learning Speech Representations from GAN-Based Variational Auto-Encoder for High Fidelity Flow-Based Speech Synthesis INTERSPEECH 2021
A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews NAACL 2021
Spherical Image Generation from a Single Image by Considering Scene Symmetry AAAI 2021