Autoencoders

Where to Pay Attention in Sparse Training for Feature Selection? NeurIPS 2022 ZINB-Based Graph Embedding Autoencoder for Single-Cell RNA-Seq Interpretations AAAI 2022 3D Shape Generation With Grid-Based Implicit Functions CVPR 2021 A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling Interspeech 2021 Adaptive Fusion Techniques for Multimodal Data EACL 2021 Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation Interspeech 2021 A Generalised Linear Model Framework for β-Variational Autoencoders based on Exponential Dispersion Families JMLR 2021 Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate NeurIPS 2021 An Attribute-Aligned Strategy for Learning Speech Representation Interspeech 2021 An Unsupervised Deep Learning Approach for Real-World Image Denoising ICLR 2021 ASHF-Net: Adaptive Sampling and Hierarchical Folding Network for Robust Point Cloud Completion AAAI 2021 A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders EMNLP 2021 Augmenting Imbalanced Time-series Data via Adversarial Perturbation in Latent Space ACML 2021 Autoencoder Image Interpolation by Shaping the Latent Space ICML 2021 Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning AAAI 2021 Autoencoding Under Normalization Constraints ICML 2021 Beyond Laurel/Yanny: An Autoencoder-Enabled Search for Polyperceivable Audio ACL 2021 Bidirectional Variational Inference for Non-Autoregressive Text-to-Speech ICLR 2021 Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations NeurIPS 2021 Capturing Label Characteristics in VAEs ICLR 2021 Clockwork Variational Autoencoders NeurIPS 2021 Coded-InvNet for Resilient Prediction Serving Systems ICML 2021 Conjugate Energy-Based Models ICML 2021 Contrastive Learning for Compact Single Image Dehazing CVPR 2021 Convex Aggregation for Opinion Summarization EMNLP 2021