Autoencoders

Step-unrolled Denoising Autoencoders for Text Generation ICLR 2022 Style-Structure Disentangled Features and Normalizing Flows for Diverse Icon Colorization CVPR 2022 Supervised Dimensionality Reduction and Visualization using Centroid-Encoder JMLR 2022 Test-Time Training with Masked Autoencoders NeurIPS 2022 Text-to-speech synthesis using spectral modeling based on non-negative autoencoder Interspeech 2022 The dynamics of representation learning in shallow, non-linear autoencoders ICML 2022 The Magnitude and Phase based Speech Representation Learning using Autoencoder for Classifying Speech Emotions using Deep Canonical Correlation Analysis Interspeech 2022 Towards Building A Group-based Unsupervised Representation Disentanglement Framework ICLR 2022 Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer NAACL 2022 Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders NeurIPS 2022 UNIST: Unpaired Neural Implicit Shape Translation Network CVPR 2022 Unsupervised Disentanglement with Tensor Product Representations on the Torus ICLR 2022 Unsupervised Extractive Opinion Summarization Using Sparse Coding ACL 2022 Unsupervised Identification of Materials with Hyperspectral Images AAAI 2022 Unsupervised Image Representation Learning with Deep Latent Particles ICML 2022 Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models NeurIPS 2022 VAE Approximation Error: ELBO and Exponential Families ICLR 2022 Variational Autoencoders: A Harmonic Perspective AISTATS 2022 Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ACL 2022 Variational Sparse Coding with Learned Thresholding ICML 2022 VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis ICML 2022 Vector-quantized Variational Autoencoder for Phase-aware Speech Enhancement Interspeech 2022 Visual Prompting via Image Inpainting NeurIPS 2022 VQ-Flows: Vector quantized local normalizing flows UAI 2022 VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature Interspeech 2022