Autoencoders

Symmetric Shape-Preserving Autoencoder for Unsupervised Real Scene Point Cloud Completion CVPR 2023 Task-customized Masked Autoencoder via Mixture of Cluster-conditional Experts ICLR 2023 Temporal Shift - Multi-Objective Loss Function for Improved Anomaly Fall Detection ACML 2023 Text-DIAE: A Self-Supervised Degradation Invariant Autoencoder for Text Recognition and Document Enhancement AAAI 2023 The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training AAAI 2023 Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL 2023 Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution CVPR 2023 Towards Understanding Why Mask Reconstruction Pretraining Helps in Downstream Tasks ICLR 2023 Transformers are Sample-Efficient World Models ICLR 2023 Understanding Masked Autoencoders via Hierarchical Latent Variable Models CVPR 2023 Unsupervised Candidate Answer Extraction through Differentiable Masker-Reconstructor Model EMNLP 2023 Unsupervised Deep Subgraph Anomaly Detection (Extended Abstract) IJCAI 2023 Unsupervised speech enhancement with deep dynamical generative speech and noise models Interspeech 2023 uSplit: Image Decomposition for Fluorescence Microscopy ICCV 2023 Vacant holes for unsupervised detection of the outliers in compact latent representation UAI 2023 Variational Mixture of HyperGenerators for Learning Distributions over Functions ICML 2023 Video Probabilistic Diffusion Models in Projected Latent Space CVPR 2023 ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations MIDL 2023 Vowel Normalisation in Latent Space for Sociolinguistics Interspeech 2023 VQ3D: Learning a 3D-Aware Generative Model on ImageNet ICCV 2023 Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Representation AAAI 2023 ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification ACL 2023 3D-Aware Image Synthesis via Learning Structural and Textural Representations CVPR 2022 3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design ICML 2022 Action-Sufficient State Representation Learning for Control with Structural Constraints ICML 2022