Diffusion Models

MDiff4STR: Mask Diffusion Model for Scene Text Recognition AAAI 2026 MDUNet: Multimodal Decoding UNet for Passive Occluder-Aided Non-line-of-sight 3D Imaging WACV 2026 MeanFlow Transformers with Representation Autoencoders CVPR 2026 Mean-Shift Distillation for Diffusion Mode Seeking WACV 2026 Mechanistic Dissection of Cross-Attention Subspaces in Text-to-Image Diffusion Models AAAI 2026 Melodia: Training-Free Music Editing Guided by Attention Probing in Diffusion Models AAAI 2026 Memory-Efficient Fine-Tuning Diffusion Transformers via Dynamic Patch Sampling and Block Skipping CVPR 2026 M-ErasureBench: A Comprehensive Multimodal Evaluation Benchmark for Concept Erasure in Diffusion Models WACV 2026 Mesh4D: 4D Mesh Reconstruction and Tracking from Monocular Video CVPR 2026 MeshFlow: Efficient Artistic Mesh Generation via MeshVAE and Flow-based Diffusion Transformer CVPR 2026 MetaDiT: Enabling Fine-grained Constraints in High-degree-of Freedom Metasurface Design AAAI 2026 MetaVoxel: Joint Diffusion Modeling of Imaging and Clinical Metadata MIDL 2026 MGD:Mesh-guided Gaussians with Diffusion Priors for Dynamic Objects Reconstruction from Monocular RGB-D Video AAAI 2026 MicroFM: Physics-guided Flow Matching for Isotropic Microscopy Reconstruction CVPR 2026 MIGDiff: Multi-attributes Imputations for Attribute-missing Graphs via Graph Denoising Diffusion Model AAAI 2026 Mimesys: Generating Realistic Executable Testing Environments from Resource Usage Traces OSDI 2026 Mind the Generative Details: Direct Localized Detail Preference Optimization for Video Diffusion Models CVPR 2026 Minute-Long Videos with Dual Parallelisms AAAI 2026 Mitigating Error Accumulation in Co-Speech Motion Generation via Global Rotation Diffusion and Multi-Level Constraints AAAI 2026 Mitigating The Distribution Shift of Diffusion-based Dataset Distillation CVPR 2026 Mixed Diffusion for 3D Indoor Scene Synthesis WACV 2026 MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture CVPR 2026 Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution AAAI 2026 Mixture of States: Routing Token-Level Dynamics for Multimodal Generation CVPR 2026 Mixture of Style Experts for Diverse Image Stylization CVPR 2026