diffusion model

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 Let Your Image Move with Your Motion! -- Implicit Multi-Object Multi-Motion Transfer CVPR 2026 Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models WACV 2026 LiDARCrafter: Dynamic 4D World Modeling from LiDAR Sequences AAAI 2026 LidarPainter: One-Step Away from Any Lidar View to Novel Guidance AAAI 2026 LIFT and PLACE: A Simple, Stable, and Effective Knowledge Distillation Framework for Lightweight Diffusion Models CVPR 2026 Lighting-grounded Video Generation with Renderer-based Agent Reasoning CVPR 2026 Lighting in Motion: Spatiotemporal HDR Lighting Estimation CVPR 2026 Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation AAAI 2026 Line Art Colorization with Offset Prior-based Diffusion Model WACV 2026 LinVideo: A Post-Training Framework towards O(n) Attention in Efficient Video Generation CVPR 2026 LLaDA-MedV: Exploring Large Language Diffusion Models for Biomedical Image Understanding CVPR 2026 LSAP-PV: High-Fidelity Palm Vein Image Synthesis via Layered Spectral Absorption Projection-Guided Diffusion Model AAAI 2026 LSD-3D: Large-Scale 3D Driving Scene Generation with Geometry Grounding AAAI 2026 LumiX: Structured and Coherent Text-to-Intrinsic Generation CVPR 2026 M3DLayout: A Multi-Source Dataset of 3D Indoor Layouts and Structured Descriptions for 3D Generation CVPR 2026 M4V: Multimodal Mamba for Efficient Text-to-Video Generation CVPR 2026 MagicFuse: Single Image Fusion for Visual and Semantic Reinforcement CVPR 2026 MagicPaint: Operate Anything for Image Inpainting with Diffusion Model AAAI 2026 ManifoldGD: Training-Free Hierarchical Manifold Guidance for Diffusion-Based Dataset Distillation CVPR 2026 ManipDreamer3D: Synthesizing Plausible Robotic Manipulation Video with Occupancy-aware 3D Trajectory AAAI 2026 MapRoute:Precise-Concept Erasing Mappers via Semantic Routing CVPR 2026