diffusion model

Evaluating the Role of Great Pre-trained Diffusion Models in Few-shot Phase: Warm-up and Acceleration UAI 2026 Every Little Bit Helps: Exploring Better Utilization of Unlabeled Data for Semi-supervised Singing Melody Extraction Using Multi-bands Diffusion Model AAAI 2026 EVLF: Early Vision-Language Fusion for Generative Dataset Distillation CVPR 2026 Explainable Synthetic Image Detection Through Diffusion Timestep Ensembling AAAI 2026 Exploring Position Encoding Mechanism in Diffusion U-Net for Training-free High-resolution Image Generation AAAI 2026 Exploring the Boundaries of Diffusion Models for Offline Writer Identification with Sparse and Intra-Variable Data WACV 2026 ExpoCM: Exposure-Aware One-Step Generative Single-Image HDR Reconstruction CVPR 2026 Extendable Planning via Multiscale Diffusion AAAI 2026 Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation CVPR 2026 Eye-for-an-eye: Appearance Transfer with Dense Semantic Correspondence in Diffusion Models WACV 2026 FabricGen: Microstructure-Aware Woven Fabric Generation CVPR 2026 Face2Scene: Using Facial Degradation as an Oracle for Diffusion-Based Scene Restoration CVPR 2026 FAE-Net: Fashion Attribute Editing via Disentangled Latent Conditioning in Diffusion Models WACV 2026 FaithFusion: Harmonizing Reconstruction and Generation via Pixel-wise Information Gain CVPR 2026 FantasyStyle: Controllable Stylized Distillation for 3D Gaussian Splatting AAAI 2026 FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation AAAI 2026 FAPE-IR: Frequency-Aware Planning and Execution Framework for All-in-One Image Restoration CVPR 2026 FashionMAC: Deformation-Free Fashion Image Generation with Fine-Grained Model Appearance Customization AAAI 2026 FastHybrid: Accelerating Hybrid Autoregressive Image Generation with Lookahead and Guided Decoding CVPR 2026 FB-4D: Spatial-Temporal Coherent Dynamic 3D Content Generation with Feature Banks WACV 2026 FEAT: Fashion Editing and Try-On from Any Design CVPR 2026 FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification AAAI 2026 Few-Step Diffusion Sampling Through Instance-Aware Discretizations CVPR 2026 FIA-Edit: Frequency-Interactive Attention for Efficient and High-Fidelity Inversion-Free Text-Guided Image Editing AAAI 2026 FiDeSR: High-Fidelity and Detail-Preserving One-Step Diffusion Super-Resolution CVPR 2026