Autoencoders

Towards Gene Function Prediction via Multi-Networks Representation Learning AAAI 2019 Towards Visual Feature Translation CVPR 2019 Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content EMNLP 2019 TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation CVPR 2019 Transport Analysis of Infinitely Deep Neural Network JMLR 2019 Unbiased Implicit Variational Inference AISTATS 2019 Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization AISTATS 2019 Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer ICLR 2019 Understanding VAEs in Fisher-Shannon Plane AAAI 2019 Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks Interspeech 2019 Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders EMNLP 2019 Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders NAACL 2019 Unsupervised Paraphrasing without Translation ACL 2019 Unsupervised Raw Waveform Representation Learning for ASR Interspeech 2019 Variable Rate Deep Image Compression With a Conditional Autoencoder ICCV 2019 Variational Adversarial Active Learning ICCV 2019 Variational Autoencoder with Arbitrary Conditioning ICLR 2019 Variational Laplace Autoencoders ICML 2019 Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models NeurIPS 2019 Video Compression With Rate-Distortion Autoencoders ICCV 2019 VV-Net: Voxel VAE Net With Group Convolutions for Point Cloud Segmentation ICCV 2019 Whether to Pretrain DNN or not?: An Empirical Analysis for Voice Conversion Interspeech 2019 3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations IJCAI 2018 4D Human Body Correspondences From Panoramic Depth Maps CVPR 2018 Adversarially Regularized Autoencoders ICML 2018