Autoencoders

AE-StyleGAN: Improved Training of Style-Based Auto-Encoders WACV 2022 A Geometric Perspective on Variational Autoencoders NeurIPS 2022 AlignMixup: Improving Representations by Interpolating Aligned Features CVPR 2022 A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs NeurIPS 2022 An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries NeurIPS 2022 An Evaluation of Three-Stage Voice Conversion Framework for Noisy and Reverberant Conditions Interspeech 2022 Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional Autoencoder MIDL 2022 Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models MLHC 2022 A Semi-Supervised Generalized VAE Framework for Abnormality Detection Using One-Class Classification WACV 2022 A Sparsity-promoting Dictionary Model for Variational Autoencoders Interspeech 2022 Autoencoder-Based Tongue Shape Estimation During Continuous Speech Interspeech 2022 Automatic Summarization for Creative Writing: BART based Pipeline Method for Generating Summary of Movie Scripts COLING 2022 Auto-Physics-Encoder: Using Physics-Informed Latent Layer Two-Way Physics Flow for Monitoring Systems with Unobservability ACML 2022 Bit Prioritization in Variational Autoencoders via Progressive Coding ICML 2022 BL.Research at SemEval-2022 Task 1: Deep networks for Reverse Dictionary using embeddings and LSTM autoencoders SemEval 2022 Cauchy–Schwarz Regularized Autoencoder JMLR 2022 Cell Anomaly Localisation using Structured Uncertainty Prediction Networks MIDL 2022 CITRIS: Causal Identifiability from Temporal Intervened Sequences ICML 2022 Connectome-constrained Latent Variable Model of Whole-Brain Neural Activity ICLR 2022 Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech ACL 2022 Crystal Diffusion Variational Autoencoder for Periodic Material Generation ICLR 2022 D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction IJCAI 2022 Deep Attentive Variational Inference ICLR 2022 DelightfulTTS 2: End-to-End Speech Synthesis with Adversarial Vector-Quantized Auto-Encoders Interspeech 2022 Denoising Autoencoders for Unsupervised Anomaly Detection in Brain MRI MIDL 2022