Autoencoders

Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025 Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models NAACL 2025 Decoding Dense Embeddings: Sparse Autoencoders for Interpreting and Discretizing Dense Retrieval EMNLP 2025 Deconstructing Denoising Diffusion Models for Self-Supervised Learning ICLR 2025 Decouple to Reconstruct: High Quality UHD Restoration via Active Feature Disentanglement and Reversible Fusion ICCV 2025 Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models ICLR 2025 Deep Space Weather Model: Long-Range Solar Flare Prediction from Multi-Wavelength Images ICCV 2025 Developing Generative Recommender Systems for Government Subsidy Pro-Grams with a New RQ-VAE Model: Wello & the Korean Government Case AAAI 2025 DHTAGK: Deep Hierarchical Transitive-Aligned Graph Kernels for Graph Classification IJCAI 2025 Diffusion Bridge AutoEncoders for Unsupervised Representation Learning ICLR 2025 DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection ICCV 2025 Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification Interspeech 2025 Disentangling language change: sparse autoencoders quantify the semantic evolution of indigeneity in French NAACL 2025 Disentangling Tabular Data Towards Better One-Class Anomaly Detection AAAI 2025 Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching ICLR 2025 Dora: Sampling and Benchmarking for 3D Shape Variational Auto-Encoders CVPR 2025 DR-VAE: Debiased and Representation-enhanced Variational Autoencoder for Collaborative Recommendation AAAI 2025 DUSTED: Dual-Attention Enhanced Spatial Transcriptomics Denoiser AAAI 2025 DynamicCity: Large-Scale 4D Occupancy Generation from Dynamic Scenes ICLR 2025 Efficient Dictionary Learning with Switch Sparse Autoencoders ICLR 2025 Efficient Indoor Depth Completion Network Using Mask-adaptive Gated Convolution AAAI 2025 Efficient Masked AutoEncoder for Video Object Counting and A Large-Scale Benchmark ICLR 2025 EnCodecMAE: leveraging neural codecs for universal audio representation learning Interspeech 2025 End-to-End Implicit Neural Representations for Classification CVPR 2025 Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation AAAI 2025