← Architectures
Deep Learning › Architectures ›

Autoencoders

1095 directly classified papers

Papers per year

Papers

Indeterminacy in Generative Models: Characterization and Strong Identifiability AISTATS 2023
READ: Aggregating Reconstruction Error into Out-of-Distribution Detection AAAI 2023
Orthogonality-Enforced Latent Space in Autoencoders: An Approach to Learning Disentangled Representations ICML 2023
Deep equilibrium models as estimators for continuous latent variables AISTATS 2023
MolHF: A Hierarchical Normalizing Flow for Molecular Graph Generation IJCAI 2023
Exploring the Effectiveness of Mask-Guided Feature Modulation as a Mechanism for Localized Style Editing of Real Images (Student Abstract) AAAI 2023
Contrastive Deterministic Autoencoders For Language Modeling EMNLP 2023
Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency EMNLP 2023
Barlow Graph Auto-Encoder for Unsupervised Network Embedding AISTATS 2023
A Tool for Generating Controllable Variations of Musical Themes Using Variational Autoencoders with Latent Space Regularisation AAAI 2023
Text-DIAE: A Self-Supervised Degradation Invariant Autoencoder for Text Recognition and Document Enhancement AAAI 2023
Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog Generation EMNLP 2023
LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs EMNLP 2023
MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space EMNLP 2023
COOL-CHIC: Coordinate-based Low Complexity Hierarchical Image Codec ICCV 2023
SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training ICCV 2023
Canonical normalizing flows for manifold learning NIPS 2023
Minority Oversampling for Imbalanced Data via Class-Preserving Regularized Auto-Encoders AISTATS 2023
HoloFusion: Towards Photo-realistic 3D Generative Modeling ICCV 2023
Low-Light Image Enhancement Network Based on Multi-Scale Feature Complementation AAAI 2023
Diversity-Aware Coherence Loss for Improving Neural Topic Models ACL 2023
Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-training IJCAI 2023
APR: Online Distant Point Cloud Registration through Aggregated Point Cloud Reconstruction IJCAI 2023
Disentanglement via Latent Quantization NIPS 2023
Controlling Posterior Collapse by an Inverse Lipschitz Constraint on the Decoder Network ICML 2023