Diffusion Models

Understanding Personal Concept in Open-Vocabulary Semantic Segmentation ICCV 2025 UnDIVE: Generalized Underwater Video Enhancement using Generative Priors WACV 2025 UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation CVPR 2025 UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer ICCV 2025 UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models ICLR 2025 UniDB: A Unified Diffusion Bridge Framework via Stochastic Optimal Control ICML 2025 UniEgoMotion: A Unified Model for Egocentric Motion Reconstruction, Forecasting, and Generation ICCV 2025 Unified Convergence Analysis for Score-Based Diffusion Models with Deterministic Samplers ICLR 2025 Unified Discrete Diffusion for Categorical Data JMLR 2025 Unified Multi-Agent Trajectory Modeling with Masked Trajectory Diffusion ICCV 2025 Unified Uncertainty-Aware Diffusion for Multi-Agent Trajectory Modeling CVPR 2025 Unified Video Generation via Next-Set Prediction in Continuous Domain ICCV 2025 Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing WACV 2025 Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes ACL 2025 UniGEM: A Unified Approach to Generation and Property Prediction for Molecules ICLR 2025 UniGlyph: Unified Segmentation-Conditioned Diffusion for Precise Visual Text Synthesis ICCV 2025 UniGS: Modeling Unitary 3D Gaussians for Novel View Synthesis from Sparse-view Images ICCV 2025 UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection CVPR 2025 UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation ICML 2025 UniMC: Taming Diffusion Transformer for Unified Keypoint-Guided Multi-Class Image Generation ICML 2025 UniMLVG: Unified Framework for Multi-view Long Video Generation with Comprehensive Control Capabilities for Autonomous Driving ICCV 2025 UniPhys: Unified Planner and Controller with Diffusion for Flexible Physics-Based Character Control ICCV 2025 UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization ICCV 2025 UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics CVPR 2025 Uni-Renderer: Unifying Rendering and Inverse Rendering Via Dual Stream Diffusion CVPR 2025