Autoencoders

SignRep: Enhancing Self-Supervised Sign Representations ICCV 2025 Skeleton Motion Words for Unsupervised Skeleton-Based Temporal Action Segmentation ICCV 2025 Slot-Guided Adaptation of Pre-trained Diffusion Models for Object-Centric Learning and Compositional Generation ICLR 2025 SMARTIES: Spectrum-Aware Multi-Sensor Auto-Encoder for Remote Sensing Images ICCV 2025 SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer CVPR 2025 Sparse Autoencoder Features for Classifications and Transferability EMNLP 2025 Sparse Autoencoders Do Not Find Canonical Units of Analysis ICLR 2025 Sparse autoencoders reveal selective remapping of visual concepts during adaptation ICLR 2025 SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling ICCV 2025 Sparse Latents Steer Retrieval-Augmented Generation ACL 2025 Speech Watermarking with Discrete Intermediate Representations AAAI 2025 SSC-VAE: Structured Sparse Coding Based Variational Autoencoder for Detail Preserved Image Reconstruction AAAI 2025 Steering LVLMs via Sparse Autoencoder for Hallucination Mitigation EMNLP 2025 Structure Language Models for Protein Conformation Generation ICLR 2025 SweetTok: Semantic-Aware Spatial-Temporal Tokenizer for Compact Video Discretization ICCV 2025 Sylber: Syllabic Embedding Representation of Speech from Raw Audio ICLR 2025 Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning ICLR 2025 TAEGAN: Revisit GANs for Tabular Data Generation ACML 2025 TCAM-Diff: Triplane-Aware Cross-Attention Medical Diffusion Model AAAI 2025 Teacher-guided Edge Discriminator for Personalized Graph Masked Autoencoder AAAI 2025 Timestep-Aware Diffusion Model for Extreme Image Rescaling ICCV 2025 TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research EMNLP 2025 To Predict or Not to Predict? Proportionally Masked Autoencoders for Tabular Data Imputation AAAI 2025 Towards Efficient General Feature Prediction in Masked Skeleton Modeling ICCV 2025 Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency CVPR 2025