Diffusion Models

LP-Diff: Towards Improved Restoration of Real-World Degraded License Plate CVPR 2025 LSCD: Lomb–Scargle Conditioned Diffusion for Time series Imputation ICML 2025 LT3SD: Latent Trees for 3D Scene Diffusion CVPR 2025 Lumina-Image 2.0: A Unified and Efficient Image Generative Framework ICCV 2025 Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment CVPR 2025 Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation ICLR 2025 LumiNet: Latent Intrinsics Meets Diffusion Models for Indoor Scene Relighting CVPR 2025 LUSD: Localized Update Score Distillation for Text-Guided Image Editing ICCV 2025 Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset CVPR 2025 M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation ICML 2025 MAGE : Single Image to Material-Aware 3D via the Multi-View G-Buffer Estimation Model CVPR 2025 MagicArticulate: Make Your 3D Models Articulation-Ready CVPR 2025 MagicCity: Geometry-Aware 3D City Generation from Satellite Imagery with Multi-View Consistency ICCV 2025 MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control ICCV 2025 MagicHOI: Leveraging 3D Priors for Accurate Hand-object Reconstruction from Short Monocular Video Clips ICCV 2025 MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization ICCV 2025 MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement AAAI 2025 MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers ICCV 2025 MagicNaming: Consistent Identity Generation by Finding a “Name Space” in T2I Diffusion Models AAAI 2025 MagicQuill: An Intelligent Interactive Image Editing System CVPR 2025 MagicStick: Controllable Video Editing via Control Handle Transformations WACV 2025 MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models IJCAI 2025 MAISI: Medical AI for Synthetic Imaging WACV 2025 Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation ACL 2025 Make It Count: Text-to-Image Generation with an Accurate Number of Objects CVPR 2025