Autoencoders

Cloning Deterministic Worlds: The Critical Role of Latent Geometry in Long-Horizon World Models CVPR 2026 CoGenSAM: Codebook-Interactive Generative Labeling for Adapting SAM to Crack Segmentation AAAI 2026 Correcting Quantization-Induced Gradient Mismatch in Neural Image Compression AAAI 2026 CRISP: Persistent Concept Unlearning via Sparse Autoencoders ACL 2026 Deep Incomplete Multi-View Clustering via Hierarchical Imputation and Alignment AAAI 2026 DeepRAHT: Learning Predictive RAHT for Point Cloud Attribute Compression AAAI 2026 Dictionary-Aligned Concept Control for Safeguarding Multimodal LLMs CVPR 2026 DiLO: Disentangled Latent Optimization for Learning Shape and Deformation in Grouped Deforming 3D Objects AAAI 2026 Discrete Facial Encoding: A Framework for Data-driven Facial Display Discovery WACV 2026 Disentangle and Regularize: Sign Language Production with Articulator-Based Disentanglement and Channel-Aware Regularization WACV 2026 Disturbance-based Discretization, Differentiable IDS Channel, and an IDS-Correcting Code for DNA-based Storage AAAI 2026 DuGI-MAE: Improving Infrared Mask Autoencoders via Dual-Domain Guidance AAAI 2026 EarthCrafter: Scalable 3D Earth Generation via Dual-Sparse Latent Diffusion AAAI 2026 FACE: A Face-based Autoregressive Representation for High-Fidelity and Efficient Mesh Generation CVPR 2026 Faithful Contouring: Near-Lossless 3D Voxel Representation Free from Iso-surface CVPR 2026 Feature-Disentangling RGB-NIR Fusion Network for Remote Driver Physiological Measurement WACV 2026 Feature Integration Spaces: Joint Training Reveals Dual Encoding in Neural Network Representations AAAI 2026 From Isolation to Entanglement: When Do Interpretability Methods Identify and Disentangle Known Concepts? ACL 2026 Fusing Time-Domain and Constellation Views: A Multimodal MAE for Wireless Signals (Student Abstract) AAAI 2026 Generating Post-Acetazolamide Cerebral Blood Flow MRI for High-Risk Stroke Patients MIDL 2026 G-IR: Geometric Image Representation for Learning AAAI 2026 Globscope: Toward a Global View of the Loss Landscape CVPR 2026 GloTok: Global Perspective Tokenizer for Image Reconstruction and Generation AAAI 2026 Graph VQ-Transformer (GVT): Fast and Accurate Molecular Generation via High-Fidelity Discrete Latents AAAI 2026 Guided Latent Spaces for Controllable Multi-Scenario Generation in Autonomous Driving (Student Abstract) AAAI 2026