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Autoencoders

1095 directly classified papers

Papers per year

Papers

Planning from Pixels in Atari with Learned Symbolic Representations AAAI 2021
Deep Semantic Dictionary Learning for Multi-label Image Classification AAAI 2021
Spherical Image Generation from a Single Image by Considering Scene Symmetry AAAI 2021
Unsupervised Motion Representation Learning with Capsule Autoencoders NIPS 2021
DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations AAAI 2021
SinIR: Efficient General Image Manipulation with Single Image Reconstruction ICML 2021
Autoencoding Under Normalization Constraints ICML 2021
Learning from Nested Data with Ornstein Auto-Encoders ICML 2021
MorphVAE: Generating Neural Morphologies from 3D-Walks using a Variational Autoencoder with Spherical Latent Space ICML 2021
Local Disentanglement in Variational Auto-Encoders Using Jacobian $L_1$ Regularization NIPS 2021
Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames NAACL 2021
A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling INTERSPEECH 2021
Slimmable Compressive Autoencoders for Practical Neural Image Compression CVPR 2021
Large-Capacity Image Steganography Based on Invertible Neural Networks CVPR 2021
Vector Quantized Models for Planning ICML 2021
Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders ICML 2021
RCA: A Deep Collaborative Autoencoder Approach for Anomaly Detection IJCAI 2021
Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild (Extended Abstract) IJCAI 2021
Clockwork Variational Autoencoders NIPS 2021
Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders CVPR 2021
Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction CVPR 2021
RODNet: Radar Object Detection Using Cross-Modal Supervision WACV 2021
TrustMAE: A Noise-Resilient Defect Classification Framework Using Memory-Augmented Auto-Encoders With Trust Regions WACV 2021
A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders EMNLP 2021
Monte Carlo Variational Auto-Encoders ICML 2021