Autoencoders

GxVAEs: Two Joint VAEs Generate Hit Molecules from Gene Expression Profiles AAAI 2024 HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning NeurIPS 2024 Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation WACV 2024 Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement Interspeech 2024 Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners ICLR 2024 Idempotent Generative Network ICLR 2024 Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning NeurIPS 2024 Image Neural Field Diffusion Models CVPR 2024 Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification COLING 2024 Improving Depth Completion via Depth Feature Upsampling CVPR 2024 Improving Sparse Decomposition of Language Model Activations with Gated Sparse Autoencoders NeurIPS 2024 Inferring Iterated Function Systems Approximately from Fractal Images IJCAI 2024 Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding CVPR 2024 Invariance-based Learning of Latent Dynamics ICLR 2024 Key-Grid: Unsupervised 3D Keypoints Detection using Grid Heatmap Features NeurIPS 2024 Latent Diffusion for Neural Spiking Data NeurIPS 2024 LDS2AE: Local Diffusion Shared-Specific Autoencoder for Multimodal Remote Sensing Image Classification with Arbitrary Missing Modalities AAAI 2024 Learning Group Actions on Latent Representations NeurIPS 2024 Learning Low-Rank Latent Spaces With Simple Deterministic Autoencoder: Theoretical and Empirical Insights WACV 2024 Learning to Compose: Improving Object Centric Learning by Injecting Compositionality ICLR 2024 LG-VQ: Language-Guided Codebook Learning NeurIPS 2024 LightVLP: A Lightweight Vision-Language Pre-training via Gated Interactive Masked AutoEncoders COLING 2024 LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models NeurIPS 2024 Locally Adaptive Neural 3D Morphable Models CVPR 2024 M33D: Learning 3D Priors Using Multi-Modal Masked Autoencoders for 2D Image and Video Understanding WACV 2024