Autoencoders

SignPR: A Progressive Vector-Quantized Diffusion Framework for Sign Language Production CVPR 2026 Sparse Feature Coactivation Reveals Causal Semantic Modules in Large Language Models ACL 2026 Sparsity as a Key: Unlocking New Insights from Latent Structures for Out-of-Distribution Detection CVPR 2026 Spherical Leech Quantization for Visual Tokenization and Generation CVPR 2026 Splats in Splats: Robust and Effective 3D Steganography Towards Gaussian Splatting AAAI 2026 Steering Sparse Autoencoder Latents to Control Dynamic Head Pruning in Vision Transformers (Student Abstract) AAAI 2026 Test-Time Adaptation through Semantically-guided Feature Decomposition for Few-shot Chest X-ray Diagnosis WACV 2026 TIDE: Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation AAAI 2026 TopoMesh: High-Fidelity Mesh Autoencoding via Topological Unification CVPR 2026 Unified Latent Space for Understanding and Generation via Semantic Auto-encoder CVPR 2026 Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story EACL 2026 VAEVQ: Enhancing Discrete Visual Tokenization Through Variational Modeling AAAI 2026 Vector Quantization for Reversed Disease Progression: Further Investigations MIDL 2026 VQRAE: Representation Quantization Autoencoders for Multimodal Understanding, Generation and Reconstruction CVPR 2026 X-MoGen: Unified Motion Generation Across Humans and Animals AAAI 2026 Accounting for Spatial Variability with the Histogram of Oriented Gradients Based Masking Improves Performance of Masked Autoencoder over Hyperspectral Satellite Imagery (Student Abstract) AAAI 2025 Acoustic Detection of UAV Abnormality Using One Ground-Based Acoustic Vector Sensor Interspeech 2025 Adaptive Siamese Masked Autoencoder with Global Optimization for Unsupervised Point Cloud Shape Correspondence AAAI 2025 A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization AAAI 2025 Analyzing (In)Abilities of SAEs via Formal Languages NAACL 2025 AnimateAnyMesh: A Feed-Forward 4D Foundation Model for Text-Driven Universal Mesh Animation ICCV 2025 ARD-VAE: A Statistical Formulation to Find the Relevant Latent Dimensions of Variational Autoencoders WACV 2025 A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models EMNLP 2025 Atlas Gaussians Diffusion for 3D Generation ICLR 2025 Attribute Diffusion: Diffusion Driven Diverse Attribute Editing WACV 2025