Autoencoders

DeOccNet: Learning to See Through Foreground Occlusions in Light Fields WACV 2020 Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error IJCAI 2020 Diffusion Variational Autoencoders IJCAI 2020 Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model IJCAI 2020 Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation ICML 2020 Diverse Plausible Shape Completions from Ambiguous Depth Images CoRL 2020 Effective Decoding in Graph Auto-Encoder Using Triadic Closure AAAI 2020 Efficient and Information-Preserving Future Frame Prediction and Beyond ICLR 2020 Eliminating the Invariance on the Loss Landscape of Linear Autoencoders ICML 2020 End to End Lip Synchronization with a Temporal AutoEncoder WACV 2020 Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder ACL 2020 Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders NeurIPS 2020 Exploring TTS Without T Using Biologically/Psychologically Motivated Neural Network Modules (ZeroSpeech 2020) Interspeech 2020 Flows for simultaneous manifold learning and density estimation NeurIPS 2020 FM2u-Net: Face Morphological Multi-Branch Network for Makeup-Invariant Face Verification CVPR 2020 Forecasting Sequential Data Using Consistent Koopman Autoencoders ICML 2020 From Variational to Deterministic Autoencoders ICLR 2020 Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels NeurIPS 2020 GHUM & GHUML: Generative 3D Human Shape and Articulated Pose Models CVPR 2020 GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-Wise Transformations CVPR 2020 Harmless Overfitting: Using Denoising Autoencoders in Estimation of Distribution Algorithms JMLR 2020 Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single Sample NeurIPS 2020 Hierarchical Quantized Autoencoders NeurIPS 2020 How Positive Are You: Text Style Transfer using Adaptive Style Embedding COLING 2020 Implicit Rank-Minimizing Autoencoder NeurIPS 2020