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Autoencoders

1095 directly classified papers

Papers per year

Papers

Improved Representation Learning Through Tensorized Autoencoders AISTATS 2023
Autodecoding Latent 3D Diffusion Models NIPS 2023
High-dimensional Asymptotics of Denoising Autoencoders NIPS 2023
Exploring the Effectiveness of Mask-Guided Feature Modulation as a Mechanism for Localized Style Editing of Real Images (Student Abstract) AAAI 2023
Low-Light Image Enhancement Network Based on Multi-Scale Feature Complementation AAAI 2023
Hierarchical VAEs provide a normative account of motion processing in the primate brain NIPS 2023
RevColV2: Exploring Disentangled Representations in Masked Image Modeling NIPS 2023
One-Class SVM on siamese neural network latent space for Unsupervised Anomaly Detection on brain MRI White Matter Hyperintensities MIDL 2023
Learning to Compute the Articulatory Representations of Speech with the MIRRORNET INTERSPEECH 2023
COOL-CHIC: Coordinate-based Low Complexity Hierarchical Image Codec ICCV 2023
Interpretable Latent Space Using Space-Filling Curves for Phonetic Analysis in Voice Conversion INTERSPEECH 2023
Canonical normalizing flows for manifold learning NIPS 2023
Modelling Cellular Perturbations with the Sparse Additive Mechanism Shift Variational Autoencoder NIPS 2023
Indeterminacy in Generative Models: Characterization and Strong Identifiability AISTATS 2023
Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes ICML 2023
Homomorphism AutoEncoder -- Learning Group Structured Representations from Observed Transitions ICML 2023
Layout Representation Learning with Spatial and Structural Hierarchies AAAI 2023
Modality-Agnostic Variational Compression of Implicit Neural Representations ICML 2023
Metagenomic Binning using Connectivity-constrained Variational Autoencoders ICML 2023
Geometric Latent Diffusion Models for 3D Molecule Generation ICML 2023
Disentanglement via Latent Quantization NIPS 2023
Mesh Convolutional Autoencoder for Semi-Regular Meshes of Different Sizes WACV 2022
Stabilizing and Enhancing Link Prediction through Deepened Graph Auto-Encoders IJCAI 2022
Style-Structure Disentangled Features and Normalizing Flows for Diverse Icon Colorization CVPR 2022
Frame Averaging for Equivariant Shape Space Learning CVPR 2022