Autoencoders

Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames NAACL 2021 Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays MIDL 2021 Global Prosody Style Transfer Without Text Transcriptions ICML 2021 Glow-WaveGAN: Learning Speech Representations from GAN-Based Variational Auto-Encoder for High Fidelity Flow-Based Speech Synthesis Interspeech 2021 Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction CVPR 2021 Group Equivariant Subsampling NeurIPS 2021 Hierarchical Disentangled Representation Learning for Outdoor Illumination Estimation and Editing ICCV 2021 HighlightMe: Detecting Highlights From Human-Centric Videos ICCV 2021 IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks AAAI 2021 Implicit Normalizing Flows ICLR 2021 Invertible Denoising Network: A Light Solution for Real Noise Removal CVPR 2021 Large-Capacity Image Steganography Based on Invertible Neural Networks CVPR 2021 Learned Bi-Resolution Image Coding using Generalized Octave Convolutions AAAI 2021 Learning Bijective Feature Maps for Linear ICA AISTATS 2021 Learning Disentangled Behavior Embeddings NeurIPS 2021 Learning from Nested Data with Ornstein Auto-Encoders ICML 2021 Learning Scalable lY=-Constrained Near-Lossless Image Compression via Joint Lossy Image and Residual Compression CVPR 2021 Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders ACL 2021 Learning to Ground Multi-Agent Communication with Autoencoders NeurIPS 2021 Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder EMNLP 2021 Local Disentanglement in Variational Auto-Encoders Using Jacobian L_1 Regularization NeurIPS 2021 Low-Rank Registration Based Manifolds for Convection-Dominated PDEs AAAI 2021 Model Selection for Bayesian Autoencoders NeurIPS 2021 Monte Carlo Variational Auto-Encoders ICML 2021 MorphVAE: Generating Neural Morphologies from 3D-Walks using a Variational Autoencoder with Spherical Latent Space ICML 2021