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Autoencoders

1095 directly classified papers

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Papers

Bridged Variational Autoencoders for Joint Modeling of Images and Attributes WACV 2020
3D Hand Pose Estimation with Disentangled Cross-Modal Latent Space WACV 2020
End to End Lip Synchronization with a Temporal AutoEncoder WACV 2020
DeOccNet: Learning to See Through Foreground Occlusions in Light Fields WACV 2020
Perceptual Generative Autoencoders ICML 2020
Convolutional dictionary learning based auto-encoders for natural exponential-family distributions ICML 2020
Unsupervised Cross-Lingual Adaptation of Dependency Parsers Using CRF Autoencoders EMNLP 2020
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation ICML 2020
Variational Autoencoders with Riemannian Brownian Motion Priors ICML 2020
Associative Memory in Iterated Overparameterized Sigmoid Autoencoders ICML 2020
Deep Subspace Clustering with Data Augmentation NIPS 2020
Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders NIPS 2020
Flows for simultaneous manifold learning and density estimation NIPS 2020
Monotone operator equilibrium networks NIPS 2020
Implicit Rank-Minimizing Autoencoder NIPS 2020
Deep reconstruction of strange attractors from time series NIPS 2020
Regularized linear autoencoders recover the principal components, eventually NIPS 2020
A Convolutional Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction NIPS 2020
Deep Automodulators NIPS 2020
Forecasting Sequential Data Using Consistent Koopman Autoencoders ICML 2020
Invertible generative models for inverse problems: mitigating representation error and dataset bias ICML 2020
Complete Dictionary Learning via $\ell_p$-norm Maximization UAI 2020
Autoencoder Bottleneck Features with Multi-Task Optimisation for Improved Continuous Dysarthric Speech Recognition INTERSPEECH 2020
Complex-Valued Variational Autoencoder: A Novel Deep Generative Model for Direct Representation of Complex Spectra INTERSPEECH 2020
Prediction of Head Motion from Speech Waveforms with a Canonical-Correlation-Constrained Autoencoder INTERSPEECH 2020