Autoencoders

Missing Modalities Imputation via Cascaded Residual Autoencoder CVPR 2017 Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders ICML 2017 Neural Discrete Representation Learning NeurIPS 2017 Neural Structural Correspondence Learning for Domain Adaptation CoNLL 2017 Neural Variational Inference and Learning in Undirected Graphical Models NeurIPS 2017 Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World IJCAI 2017 PHD: A Probabilistic Model of Hybrid Deep Collaborative Filtering for Recommender Systems ACML 2017 Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations Interspeech 2017 Reconstruct & Crush Network NeurIPS 2017 Siamese Autoencoders for Speech Style Extraction and Switching Applied to Voice Identification and Conversion Interspeech 2017 Stacked Similarity-Aware Autoencoders IJCAI 2017 Straight to Shapes: Real-Time Detection of Encoded Shapes CVPR 2017 StyleBank: An Explicit Representation for Neural Image Style Transfer CVPR 2017 Toward Controlled Generation of Text ICML 2017 Voice Conversion from Unaligned Corpora Using Variational Autoencoding Wasserstein Generative Adversarial Networks Interspeech 2017 An Architecture for Deep, Hierarchical Generative Models NeurIPS 2016 Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification ICML 2016 Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences COLING 2016 Collaborative Recurrent Autoencoder: Recommend while Learning to Fill in the Blanks NeurIPS 2016 Context Encoders: Feature Learning by Inpainting CVPR 2016 DBN-ivector Framework for Acoustic Emotion Recognition Interspeech 2016 Deep Stacked Autoencoders for Spoken Language Understanding Interspeech 2016 Disentangling factors of variation in deep representation using adversarial training NeurIPS 2016 Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks Interspeech 2016 Generating Images with Perceptual Similarity Metrics based on Deep Networks NeurIPS 2016