Diffusion Models

FACE: A Face-based Autoregressive Representation for High-Fidelity and Efficient Mesh Generation 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 Fast3Dcache: Training-free 3D Geometry Synthesis Acceleration CVPR 2026 FastFLUX: Pruning FLUX with Block-wise Replacement and Sandwich Training AAAI 2026 FastHMR: Accelerating Human Mesh Recovery via Token and Layer Merging with Diffusion Decoding WACV 2026 FastHybrid: Accelerating Hybrid Autoregressive Image Generation with Lookahead and Guided Decoding CVPR 2026 Fast Multi-view Consistent 3D Editing with Video Priors AAAI 2026 FB-4D: Spatial-Temporal Coherent Dynamic 3D Content Generation with Feature Banks WACV 2026 FE2E: From Editor to Dense Geometry Estimator CVPR 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-shot Acoustic Synthesis with Multimodal Flow Matching CVPR 2026 Few-Step Diffusion Sampling Through Instance-Aware Discretizations CVPR 2026 Few-step Flow for 3D Generation via Marginal-Data Transport Distillation AAAI 2026 FG-Portrait: 3D Flow Guided Editable Portrait Animation 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 FilmWeaver: Weaving Consistent Multi-Shot Videos with Cache-Guided Autoregressive Diffusion AAAI 2026 FIND: A Simple Yet Effective Baseline for Diffusion-Generated Image Detection AAAI 2026 FINE: Factorizing Knowledge for Initialization of Variable-sized Diffusion Models CVPR 2026