Autoencoders

HALO: Hybrid Auto-encoded Locomotion with Learned Latent Dynamics, Poincaré Maps, and Regions of Attraction L4DC 2026 Hierarchical Process Reward Models are Symbolic Vision Learners CVPR 2026 Improving Sparse Autoencoder with Dynamic Attention CVPR 2026 In Pursuit of Pixel Supervision for Visual Pre-training CVPR 2026 Interpretable and Steerable Concept Bottleneck Sparse Autoencoders CVPR 2026 LangSAE Editing: Improving Multilingual Information Retrieval via Post-hoc Language Identity Removal ACL 2026 Latent Knowledge-Guided Video Diffusion for Scientific Phenomena Generation from a Single Initial Frame AAAI 2026 Learning and Testing Exposure Mappings of Interference using Graph Convolutional Autoencoders CLeaR 2026 Learning Group Actions In Disentangled Latent Image Representations WACV 2026 MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data WACV 2026 MaskAD: Parallel Masked Autoencoder for Multi-class Unsupervised Anomaly Detection AAAI 2026 Mechanistic Interpretability Should Prioritize Feature Consistency in Sparse Autoencoders ACL 2026 Modeling Rapid Contextual Learning in the Visual Cortex with Fast-Weight Deep Autoencoder Networks AAAI 2026 MuM: Multi-View Masked Image Modeling for 3D Vision CVPR 2026 NeighborMAE: Exploiting Spatial Dependencies between Neighboring Earth Observation Images in Masked Autoencoders Pretraining CVPR 2026 PhysSkin: Real-Time and Generalizable Physics-Based Animation via Self-Supervised Neural Skinning CVPR 2026 Point-SRA: Self-Representation Alignment for 3D Representation Learning AAAI 2026 ProtoGMVAE: A Variational Auto-Encoder with True Gaussian Mixture Prior for Prototypical-based Self-Explainability WACV 2026 Pyramidal Spectrum: Frequency-based Hierarchically Vector Quantized VAE for Videos WACV 2026 PyraTok: Language-Aligned Pyramidal Tokenizer for Video Understanding and Generation CVPR 2026 RcAE: Recursive Reconstruction Framework for Unsupervised Industrial Anomaly Detection AAAI 2026 RealNet: Efficient and Unsupervised Detection of AI-Generated Images via Real-Only Representation Learning AAAI 2026 RobustFormer: Noise-Robust Pre-training for Images and Videos WACV 2026 SCAPO: Self-Supervised Category-Level Articulated Pose Estimation from a Single 3D Observation CVPR 2026 SegCompass: Exploring Interpretable Alignment with Sparse Autoencoders for Enhanced Reasoning Segmentation CVPR 2026