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Autoencoders

1095 directly classified papers

Papers per year

Papers

Variational Memory Encoder-Decoder NIPS 2018
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML 2018
Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes INTERSPEECH 2018
A Variational U-Net for Conditional Appearance and Shape Generation CVPR 2018
Structured Variationally Auto-encoded Optimization ICML 2018
Learning Word Embeddings: Unsupervised Methods for Fixed-size Representations of Variable-length Speech Segments INTERSPEECH 2018
Semi-Amortized Variational Autoencoders ICML 2018
Probabilistic Neural Programmed Networks for Scene Generation NIPS 2018
Simple, Distributed, and Accelerated Probabilistic Programming NIPS 2018
Supervised autoencoders: Improving generalization performance with unsupervised regularizers NIPS 2018
Hamiltonian Variational Auto-Encoder NIPS 2018
Auto-Encoding Dictionary Definitions into Consistent Word Embeddings EMNLP 2018
Manifold Learning in Quotient Spaces CVPR 2018
A K-Competitive Autoencoder for Aggression Detection in Social Media Text COLING 2018
Connections with Robust PCA and the Role of Emergent Sparsity in Variational Autoencoder Models JMLR 2018
IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis NIPS 2018
Light Field Intrinsics With a Deep Encoder-Decoder Network CVPR 2018
Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder ACL 2018
Information Encoding by Deep Neural Networks: What Can We Learn? INTERSPEECH 2018
Joint Autoregressive and Hierarchical Priors for Learned Image Compression NIPS 2018
Monoaural Audio Source Separation Using Variational Autoencoders INTERSPEECH 2018
VAE with a VampPrior AISTATS 2018
Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery INTERSPEECH 2018
Disentangling Factors of Variation by Mixing Them CVPR 2018
Modeling Facial Geometry Using Compositional VAEs CVPR 2018