Diffusion Models

Landscape-Awareness for Geometric View Diffusion Model CVPR 2026 Language-Free Generative Editing from One Visual Example CVPR 2026 Language-Guided One-Step Diffusion Model for Nighttime Flare Removal CVPR 2026 LaRP: Efficient Multi-View Inpainting with Latent Reprojection Priors CVPR 2026 Latent Diffusion Inversion Requires Understanding the Latent Space CVPR 2026 Latent Knowledge-Guided Video Diffusion for Scientific Phenomena Generation from a Single Initial Frame AAAI 2026 LatentVLA: Taming Latent Space for Generalizable and Long-Horizon Bimanual Manipulation AAAI 2026 LaVR: Scene Latent Conditioned Generative Video Trajectory Re-Rendering using Large 4D Reconstruction Models CVPR 2026 Layer-wise Instance Binding for Regional and Occlusion Control in Text-to-Image Diffusion Transformers CVPR 2026 Laytrol: Preserving Pretrained Knowledge in Layout Control for Multimodal Diffusion Transformers AAAI 2026 LeapAlign: Post-training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories CVPR 2026 Learnability-Guided Diffusion for Dataset Distillation CVPR 2026 Learning Action Hierarchies via Hybrid Geometric Diffusion WACV 2026 Learning Beyond Vision: Vision-Language Distillation and Edge-Aware Mix Diffusion in Semi-Supervised Semantic Segmentation AAAI 2026 Learning Diffusion Policy from Primitive Skills for Robot Manipulation AAAI 2026 Learning Hierarchical Hyperbolic Mixture Model for Part-aware 3D Generation CVPR 2026 Learning Latent Proxies for Controllable Single-Image Relighting CVPR 2026 Learning Latent Transmission and Glare Maps for Lens Veiling Glare Removal CVPR 2026 Learning Long-term Motion Embeddings for Efficient Kinematics Generation CVPR 2026 Learning More from Less: Resource-Constrained Generative AI for Classification, Generation, and Personalization AAAI 2026 Learning to Generate Highly Dynamic Videos using Synthetic Motion Data CVPR 2026 Learning to Learn Weight Generation via Local Consistency Diffusion CVPR 2026 Learning Underwater Image Enhancement Iteratively Without Reference Images AAAI 2026 LESA: Learnable Stage-Aware Predictors for Diffusion Model Acceleration CVPR 2026 Less is More: Data-Efficient Adaptation for Controllable Text-to-Video Generation CVPR 2026