Autoencoders

Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation CVPR 2023 One-Class SVM on siamese neural network latent space for Unsupervised Anomaly Detection on brain MRI White Matter Hyperintensities MIDL 2023 Orthogonality-Enforced Latent Space in Autoencoders: An Approach to Learning Disentangled Representations ICML 2023 Overlooked Implications of the Reconstruction Loss for VAE Disentanglement IJCAI 2023 Physics-enhanced Gaussian Process Variational Autoencoder L4DC 2023 PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection CVPR 2023 Proactive Deepfake Defence via Identity Watermarking WACV 2023 PrObeD: Proactive Object Detection Wrapper NeurIPS 2023 Progressively Compressed Auto-Encoder for Self-supervised Representation Learning ICLR 2023 READ: Aggregating Reconstruction Error into Out-of-Distribution Detection AAAI 2023 Regularized Vector Quantization for Tokenized Image Synthesis CVPR 2023 Representation Learning for Visual Object Tracking by Masked Appearance Transfer CVPR 2023 Representation Uncertainty in Self-Supervised Learning as Variational Inference ICCV 2023 Restoration of Hand-Drawn Architectural Drawings Using Latent Space Mapping With Degradation Generator CVPR 2023 RevColV2: Exploring Disentangled Representations in Masked Image Modeling NeurIPS 2023 Revisiting Structured Variational Autoencoders ICML 2023 SAGA: Spectral Adversarial Geometric Attack on 3D Meshes ICCV 2023 SART-Res-UNet: Fan Beam CT Image Reconstruction from Limited Projections using attention-enabled residual U-Net ACML 2023 Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning ICCV 2023 Seg&Struct: The Interplay Between Part Segmentation and Structure Inference for 3D Shape Parsing WACV 2023 Siamese Masked Autoencoders NeurIPS 2023 SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training ICCV 2023 SMAE: Few-Shot Learning for HDR Deghosting With Saturation-Aware Masked Autoencoders CVPR 2023 StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure EMNLP 2023 Structure by Architecture: Structured Representations without Regularization ICLR 2023