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Autoencoders

1095 directly classified papers

Papers per year

Papers

Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech ACL 2022
Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis MIDL 2022
An Evaluation of Three-Stage Voice Conversion Framework for Noisy and Reverberant Conditions INTERSPEECH 2022
Investigation into Target Speaking Rate Adaptation for Voice Conversion INTERSPEECH 2022
Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer NAACL 2022
Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning IJCAI 2022
The dynamics of representation learning in shallow, non-linear autoencoders ICML 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding ACL 2022
Denoising Autoencoders for Unsupervised Anomaly Detection in Brain MRI MIDL 2022
A Sparsity-promoting Dictionary Model for Variational Autoencoders INTERSPEECH 2022
Latent Space Simulation for Carbon Capture Design Optimization AAAI 2022
Test-Time Training with Masked Autoencoders NIPS 2022
Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders NIPS 2022
Laplacian Autoencoders for Learning Stochastic Representations NIPS 2022
FlowVocoder: A small Footprint Neural Vocoder based Normalizing Flow for Speech Synthesis INTERSPEECH 2022
Density-Preserving Deep Point Cloud Compression CVPR 2022
Text-to-speech synthesis using spectral modeling based on non-negative autoencoder INTERSPEECH 2022
Masked Autoencoders As Spatiotemporal Learners NIPS 2022
Learning Manifold Dimensions with Conditional Variational Autoencoders NIPS 2022
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training NIPS 2022
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs NIPS 2022
Enhance the Visual Representation via Discrete Adversarial Training NIPS 2022
Learning to Accelerate Partial Differential Equations via Latent Global Evolution NIPS 2022
Multi-Sample Training for Neural Image Compression NIPS 2022
Vector Space Interpolation for Query Expansion IJCNLP 2022