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Autoencoders

1095 directly classified papers

Papers per year

Papers

A Paraphrase Generation System for EHR Question Answering ACL 2019
Enhancing Unsupervised Generative Dependency Parser with Contextual Information ACL 2019
MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding ACL 2019
On the Dynamics of Gradient Descent for Autoencoders AISTATS 2019
Topic Modeling with Wasserstein Autoencoders ACL 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 NIPS 2019
Speech Enhancement with Variance Constrained Autoencoders INTERSPEECH 2019
Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders IJCNLP 2019
Towards Controllable and Personalized Review Generation EMNLP 2019
Neural Gaussian Copula for Variational Autoencoder IJCNLP 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text IJCNLP 2019
Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders EMNLP 2019
Whether to Pretrain DNN or not?: An Empirical Analysis for Voice Conversion INTERSPEECH 2019
Towards Controllable and Personalized Review Generation IJCNLP 2019
Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders CVPR 2019
C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition CVPR 2019
AE2-Nets: Autoencoder in Autoencoder Networks CVPR 2019
Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence CVPR 2019
Data Augmentation Using Variational Autoencoder for Embedding Based Speaker Verification INTERSPEECH 2019
Group Latent Embedding for Vector Quantized Variational Autoencoder in Non-Parallel Voice Conversion INTERSPEECH 2019
Multi-Channel Speech Enhancement Using Time-Domain Convolutional Denoising Autoencoder INTERSPEECH 2019
Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning CVPR 2019
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations Rather Than Data CVPR 2019
OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations CVPR 2019
Deep Video Inpainting CVPR 2019