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Autoencoders

1095 directly classified papers

Papers per year

Papers

ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations MIDL 2023
READ: Aggregating Reconstruction Error into Out-of-Distribution Detection AAAI 2023
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation CVPR 2023
Hierarchical VAEs provide a normative account of motion processing in the primate brain NIPS 2023
Disentanglement via Latent Quantization NIPS 2023
Adversarial robustness of VAEs through the lens of local geometry AISTATS 2023
Learned Image Reasoning Prior Penetrates Deep Unfolding Network for Panchromatic and Multi-spectral Image Fusion ICCV 2023
Generalizable Zero-Shot Speaker Adaptive Speech Synthesis with Disentangled Representations INTERSPEECH 2023
Minority Oversampling for Imbalanced Data via Class-Preserving Regularized Auto-Encoders AISTATS 2023
Learning Latent Structural Relations With Message Passing Prior WACV 2023
Indeterminacy in Generative Models: Characterization and Strong Identifiability AISTATS 2023
Deep equilibrium models as estimators for continuous latent variables AISTATS 2023
uSplit: Image Decomposition for Fluorescence Microscopy ICCV 2023
Heterogeneous Graph Masked Autoencoders AAAI 2023
MGMAE: Motion Guided Masking for Video Masked Autoencoding ICCV 2023
Audiovisual Masked Autoencoders ICCV 2023
Modelling Cellular Perturbations with the Sparse Additive Mechanism Shift Variational Autoencoder NIPS 2023
Barlow Graph Auto-Encoder for Unsupervised Network Embedding AISTATS 2023
Empowering Low-Light Image Enhancer through Customized Learnable Priors ICCV 2023
Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN Models CVPR 2023
Regularized Vector Quantization for Tokenized Image Synthesis CVPR 2023
SMAE: Few-Shot Learning for HDR Deghosting With Saturation-Aware Masked Autoencoders CVPR 2023
Markovian Gaussian Process Variational Autoencoders ICML 2023
Understanding Masked Autoencoders via Hierarchical Latent Variable Models CVPR 2023
Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-training IJCAI 2023