Diffusion Models

Multi-Level Blur-Aware Stable Diffusion for Region-Adaptive Defocus Deblurring AAAI 2026 MultiMotion: Multi Subject Video Motion Transfer via Video Diffusion Transformer AAAI 2026 Multi-Patch Global-to-Local Transformer Architecture For Efficient Flow Matching and Diffusion Model CVPR 2026 Multivariate Diffusion Transformer with Decoupled Attention for High-Fidelity Mask-Text Collaborative Facial Generation AAAI 2026 MuseDance: A Diffusion-based Music-Driven Image Animation System WACV 2026 MusicInfuser: Making Video Diffusion Listen and Dance CVPR 2026 MUST: Modality-Specific Representation-Aware Transformer for Diffusion-Enhanced Survival Prediction with Missing Modality CVPR 2026 MV2UV: Generating High-quality UV Texture Maps with Multiview Prompts CVPR 2026 NAMI: Efficient Image Generation via Bridged Progressive Rectified Flow Transformers CVPR 2026 NanoSD: Edge Efficient Foundation Model for Real Time Image Restoration CVPR 2026 NaTex: Seamless Texture Generation as Latent Color Diffusion CVPR 2026 NavMapFusion: Diffusion-based Fusion of Navigation Maps for Online Vectorized HD Map Construction WACV 2026 NEAF: Natural Image Editing with Attention Fusion for Generalizable Test-time Optimization in Text-Guided Image Editing CVPR 2026 NeAR: Coupled Neural Asset-Renderer Stack CVPR 2026 NEC-Diff: Noise-Robust Event-RAW Complementary Diffusion for Seeing Motion in Extreme Darkness CVPR 2026 Negative-Aware Diffusion Process for Temporal Knowledge Graph Extrapolation EACL 2026 Neighbor-Aware Localized Concept Erasure in Text-to-Image Diffusion Models CVPR 2026 Neighbor GRPO: Contrastive ODE Policy Optimization Aligns Flow Models CVPR 2026 NeoVerse: Enhancing 4D World Model with in-the-wild Monocular Videos CVPR 2026 Nestwork: Conditional 3D Furnished House Layout Generation through Latent Heterogeneous Graph Diffusion CVPR 2026 NIL: No-data Imitation Learning CVPR 2026 NODiff: Neural Operator Diffusion for Multispectral Image Fusion AAAI 2026 No MoCap Needed: Post-Training Motion Diffusion Models with Reinforcement Learning using Only Textual Prompts WACV 2026 NoMoColor: Unified Noise Modulation for Enhanced Diffusion-based Image Colorization (Student Abstract) AAAI 2026 Nonparametric Estimation of a Factorizable Density using Diffusion Models JMLR 2026