Autoencoders

On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, and Implications to Training ICLR 2019 On the Dynamics of Gradient Descent for Autoencoders AISTATS 2019 Ornstein Auto-Encoders IJCAI 2019 Outlier Detection for Time Series with Recurrent Autoencoder Ensembles IJCAI 2019 Overcoming the Disentanglement vs Reconstruction Trade-off via Jacobian Supervision ICLR 2019 Paraphrase Generation with Latent Bag of Words NeurIPS 2019 Practical and Consistent Estimation of f-Divergences NeurIPS 2019 Prosodic Representations of Prominence Classification Neural Networks and Autoencoders Using Bottleneck Features Interspeech 2019 Ranking-Based Autoencoder for Extreme Multi-label Classification NAACL 2019 Regularizing Trajectory Optimization with Denoising Autoencoders NeurIPS 2019 Robust Anomaly Detection in Videos Using Multilevel Representations AAAI 2019 Self Attention in Variational Sequential Learning for Summarization Interspeech 2019 Self-Supervised Deep Depth Denoising ICCV 2019 Semantic Sentence Matching with Densely-Connected Recurrent and Co-Attentive Information AAAI 2019 Sinkhorn AutoEncoders UAI 2019 Sliced Wasserstein Auto-Encoders ICLR 2019 SparseSpeech: Unsupervised Acoustic Unit Discovery with Memory-Augmented Sequence Autoencoders Interspeech 2019 Speech Enhancement with Variance Constrained Autoencoders Interspeech 2019 Stacked Capsule Autoencoders NeurIPS 2019 Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation NAACL 2019 Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning ICCV 2019 The continuous Bernoulli: fixing a pervasive error in variational autoencoders NeurIPS 2019 The Level Weighted Structural Similarity Loss: A Step Away from MSE AAAI 2019 Topic Modeling with Wasserstein Autoencoders ACL 2019 Towards Controllable and Personalized Review Generation EMNLP 2019