Generation

LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025 LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation AAAI 2025 LT3SD: Latent Trees for 3D Scene Diffusion CVPR 2025 LUCAS: Layered Universal Codec Avatars CVPR 2025 Lucid-XR: An Extended-Reality Data Engine for Robotic Manipulation CoRL 2025 LumiGauss: Relightable Gaussian Splatting in the Wild WACV 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 LumiNet: Latent Intrinsics Meets Diffusion Models for Indoor Scene Relighting CVPR 2025 LUSD: Localized Update Score Distillation for Text-Guided Image Editing ICCV 2025 LUT-Fuse: Towards Extremely Fast Infrared and Visible Image Fusion via Distillation to Learnable Look-Up Tables ICCV 2025 Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset CVPR 2025 MAC-Ego3D: Multi-Agent Gaussian Consensus for Real-Time Collaborative Ego-Motion and Photorealistic 3D Reconstruction CVPR 2025 MAGE : Single Image to Material-Aware 3D via the Multi-View G-Buffer Estimation Model 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 MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization ICCV 2025 Magic Insert: Style-Aware Drag-and-Drop ICCV 2025 MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement AAAI 2025 MagicMask: A Fast and High-fidelity Face Swapping Method Robust to Face Pose ACML 2025 MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers ICCV 2025 MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance ICCV 2025 MagicNaming: Consistent Identity Generation by Finding a “Name Space” in T2I Diffusion Models AAAI 2025 MagicStick: Controllable Video Editing via Control Handle Transformations WACV 2025 MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models IJCAI 2025