← Architectures
Deep Learning › Architectures ›

Autoencoders

1095 directly classified papers

Papers per year

Papers

CosAE: Learnable Fourier Series for Image Restoration NIPS 2024
Optimization Can Learn Johnson Lindenstrauss Embeddings NIPS 2024
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation AAAI 2024
A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis AAAI 2024
Poisson Variational Autoencoder NIPS 2024
Task-Free Continual Generation and Representation Learning via Dynamic Expansionable Memory Cluster AAAI 2024
A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs AAAI 2024
Enhancing Evolving Domain Generalization through Dynamic Latent Representations AAAI 2024
SwitchTab: Switched Autoencoders Are Effective Tabular Learners AAAI 2024
Design2Cloth: 3D Cloth Generation from 2D Masks CVPR 2024
Estimating Ego-Body Pose from Doubly Sparse Egocentric Video Data NIPS 2024
Self-Guided Masked Autoencoder NIPS 2024
Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget AAAI 2024
Denoising Point Clouds in Latent Space via Graph Convolution and Invertible Neural Network CVPR 2024
Rethinking Graph Masked Autoencoders through Alignment and Uniformity AAAI 2024
A Two-Stage Information Extraction Network for Incomplete Multi-View Multi-Label Classification AAAI 2024
A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis AAAI 2024
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers CVPR 2024
GxVAEs: Two Joint VAEs Generate Hit Molecules from Gene Expression Profiles AAAI 2024
SALSA: Semantically-Aware Latent Space Autoencoder AAAI 2024
Scaling up masked audio encoder learning for general audio classification INTERSPEECH 2024
Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders AAAI 2024
Selective Deep Autoencoder for Unsupervised Feature Selection AAAI 2024
PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance AAAI 2024
MorphVAE: Advancing Morphological Design of Voxel-Based Soft Robots with Variational Autoencoders AAAI 2024