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Autoencoders

1,154 papers

Papers per year

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Papers

Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces IJCAI 2021
Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness IJCAI 2021
Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild (Extended Abstract) IJCAI 2021
De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation IJCNLP 2021
Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders IJCNLP 2021
Beyond Laurel/Yanny: An Autoencoder-Enabled Search for Polyperceivable Audio IJCNLP 2021
A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling INTERSPEECH 2021
An Attribute-Aligned Strategy for Learning Speech Representation INTERSPEECH 2021
Speaker Normalization Using Joint Variational Autoencoder INTERSPEECH 2021
Development of a Psychoacoustic Loss Function for the Deep Neural Network (DNN)-Based Speech Coder INTERSPEECH 2021
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation INTERSPEECH 2021
Glow-WaveGAN: Learning Speech Representations from GAN-Based Variational Auto-Encoder for High Fidelity Flow-Based Speech Synthesis INTERSPEECH 2021
Whisper Speech Enhancement Using Joint Variational Autoencoder for Improved Speech Recognition INTERSPEECH 2021
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition INTERSPEECH 2021
A Generalised Linear Model Framework for β-Variational Autoencoders based on Exponential Dispersion Families JMLR 2021
Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders JMLR 2021
Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays MIDL 2021
Unifying Brain Age Prediction and Age-Conditioned Template Generation with a Deterministic Autoencoder MIDL 2021
Deep Generative Analysis for Task-Based Functional MRI Experiments MLHC 2021
Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames NAACL 2021
Unsupervised anomaly detection with adversarial mirrored autoencoders UAI 2021
FlexAE: flexibly learning latent priors for wasserstein auto-encoders UAI 2021
Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect Inspection WACV 2021
TrustMAE: A Noise-Resilient Defect Classification Framework Using Memory-Augmented Auto-Encoders With Trust Regions WACV 2021
Overcomplete Deep Subspace Clustering Networks WACV 2021