Autoencoders

MAELi: Masked Autoencoder for Large-Scale LiDAR Point Clouds WACV 2024 Manifold Preserving Guided Diffusion ICLR 2024 Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models NeurIPS 2024 Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NeurIPS 2024 MeLLoC: Lossless Compression with High-order Mechanism Learning NeurIPS 2024 MELOV: Multimodal Entity Linking with Optimized Visual Features in Latent Space ACL 2024 MGM-AE: Self-Supervised Learning on 3D Shape Using Mesh Graph Masked Autoencoders WACV 2024 Modelling complex vector drawings with stroke-clouds ICLR 2024 Monocular Identity-Conditioned Facial Reflectance Reconstruction CVPR 2024 MonoMAE: Enhancing Monocular 3D Detection through Depth-Aware Masked Autoencoders NeurIPS 2024 MorphVAE: Advancing Morphological Design of Voxel-Based Soft Robots with Variational Autoencoders AAAI 2024 Multimodal Channel-Mixing: Channel and Spatial Masked AutoEncoder on Facial Action Unit Detection WACV 2024 NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory NeurIPS 2024 Neural Isometries: Taming Transformations for Equivariant ML NeurIPS 2024 Neural Language of Thought Models ICLR 2024 Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice ICLR 2024 Opinion Unaware Image Quality Assessment via Adversarial Convolutional Variational Autoencoder WACV 2024 Optimization Can Learn Johnson Lindenstrauss Embeddings NeurIPS 2024 PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher NeurIPS 2024 PARAN: Variational Autoencoder-based End-to-End Articulation-to-Speech System for Speech Intelligibility Interspeech 2024 PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders NeurIPS 2024 PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance AAAI 2024 Poisson Variational Autoencoder NeurIPS 2024 PredToken: Predicting Unknown Tokens and Beyond with Coarse-to-Fine Iterative Decoding CVPR 2024 Pre-training with Random Orthogonal Projection Image Modeling ICLR 2024