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Autoencoders

1095 directly classified papers

Papers per year

Papers

Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders IJCNLP 2021
De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation IJCNLP 2021
Speculative Sampling in Variational Autoencoders for Dialogue Response Generation EMNLP 2021
Development of a Psychoacoustic Loss Function for the Deep Neural Network (DNN)-Based Speech Coder INTERSPEECH 2021
Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts EMNLP 2021
Beyond Laurel/Yanny: An Autoencoder-Enabled Search for Polyperceivable Audio IJCNLP 2021
Learning Bijective Feature Maps for Linear ICA AISTATS 2021
Sentence Bottleneck Autoencoders from Transformer Language Models EMNLP 2021
Deep Generative Analysis for Task-Based Functional MRI Experiments MLHC 2021
Unsupervised Class-Specific Abstractive Summarization of Customer Reviews ACL 2021
De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation ACL 2021
Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders ACL 2021
Scalable Gaussian Process Variational Autoencoders AISTATS 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
An Attribute-Aligned Strategy for Learning Speech Representation INTERSPEECH 2021
Speaker Normalization Using Joint Variational Autoencoder INTERSPEECH 2021
Group Equivariant Subsampling NIPS 2021
Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ACL 2021
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations NIPS 2021
Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces IJCAI 2021
Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness IJCAI 2021
Global Prosody Style Transfer Without Text Transcriptions ICML 2021
Learned Bi-Resolution Image Coding using Generalized Octave Convolutions AAAI 2021