Autoencoders

A K-Competitive Autoencoder for Aggression Detection in Social Media Text COLING 2018 An Encoder-Decoder Approach to the Paradigm Cell Filling Problem EMNLP 2018 ANRL: Attributed Network Representation Learning via Deep Neural Networks IJCAI 2018 Associative Multichannel Autoencoder for Multimodal Word Representation EMNLP 2018 auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks JMLR 2018 Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features Interspeech 2018 Auditory Filterbank Learning Using ConvRBM for Infant Cry Classification Interspeech 2018 Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL 2018 Auto-Encoding Dictionary Definitions into Consistent Word Embeddings EMNLP 2018 A Variational U-Net for Conditional Appearance and Shape Generation CVPR 2018 CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM CVPR 2018 Comparison of Unsupervised Modulation Filter Learning Methods for ASR Interspeech 2018 Conditional Probability Models for Deep Image Compression CVPR 2018 Connections with Robust PCA and the Role of Emergent Sparsity in Variational Autoencoder Models JMLR 2018 Debiasing Evidence Approximations: On Importance-weighted Autoencoders and Jackknife Variational Inference ICLR 2018 Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection ICLR 2018 Deep Embedded Clustering with Data Augmentation ACML 2018 Deep into Hypersphere: Robust and Unsupervised Anomaly Discovery in Dynamic Networks IJCAI 2018 Deformable Shape Completion With Graph Convolutional Autoencoders CVPR 2018 Delta-encoder: an effective sample synthesis method for few-shot object recognition NeurIPS 2018 Disentangled Sequential Autoencoder ICML 2018 Disentangling Factors of Variation by Mixing Them CVPR 2018 EmotionX-AR: CNN-DCNN autoencoder based Emotion Classifier ACL 2018 Every Smile Is Unique: Landmark-Guided Diverse Smile Generation CVPR 2018 Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML 2018