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Autoencoders

1,154 papers

Papers per year

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Papers

MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding ACL 2019
Multivariate Time Series Prediction Based on Optimized Temporal Convolutional Networks with Stacked Auto-encoders ACML 2019
Unbiased Implicit Variational Inference AISTATS 2019
Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization AISTATS 2019
On the Dynamics of Gradient Descent for Autoencoders AISTATS 2019
Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning CVPR 2019
Latent Space Autoregression for Novelty Detection CVPR 2019
3D Point Capsule Networks CVPR 2019
Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders CVPR 2019
Attention-Aware Multi-Stroke Style Transfer CVPR 2019
C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition CVPR 2019
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations Rather Than Data CVPR 2019
AE2-Nets: Autoencoder in Autoencoder Networks CVPR 2019
LiveSketch: Query Perturbations for Guided Sketch-Based Visual Search CVPR 2019
OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations CVPR 2019
Towards Visual Feature Translation CVPR 2019
3D Local Features for Direct Pairwise Registration CVPR 2019
Learning Linear Transformations for Fast Image and Video Style Transfer CVPR 2019
Deep Spectral Clustering Using Dual Autoencoder Network CVPR 2019
Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence CVPR 2019
Gait Recognition via Disentangled Representation Learning CVPR 2019
Deep Video Inpainting CVPR 2019
Bringing Alive Blurred Moments CVPR 2019
Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video CVPR 2019
TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation CVPR 2019