Diffusion Models

FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging ICCV 2025 FDS: Feedback-Guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization WACV 2025 FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing CVPR 2025 Feature Attribution for Deep Learning Models through Total Variance Decomposition MIDL 2025 Feature Denoising Diffusion Model for Blind Image Quality Assessment AAAI 2025 Feature Extraction and Representation of Pre-training Point Cloud Based on Diffusion Models ICCV 2025 Feature out! Let Raw Image as Your Condition for Blind Face Restoration ICML 2025 FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models CVPR 2025 FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning ICCV 2025 Feedback Schrödinger Bridge Matching ICLR 2025 FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation CVPR 2025 Fewer Denoising Steps or Cheaper Per-Step Inference: Towards Compute-Optimal Diffusion Model Deployment ICCV 2025 Few-step Adversarial Schrödinger Bridge for Generative Speech Enhancement Interspeech 2025 Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts ICML 2025 FFD: Fine-Finger Diffusion Model for Music to Fine-grained Finger Dance Generation Interspeech 2025 FICGen: Frequency-Inspired Contextual Disentanglement for Layout-driven Degraded Image Generation ICCV 2025 Field-DiT: Diffusion Transformer on Unified Video, 3D, and Game Field Generation ICLR 2025 FiffDepth: Feed-forward Transformation of Diffusion-Based Generators for Detailed Depth Estimation ICCV 2025 FIG: Flow with Interpolant Guidance for Linear Inverse Problems ICLR 2025 Filling the Missings: Spatiotemporal Data Imputation by Conditional Diffusion IJCAI 2025 Finding Local Diffusion Schrodinger Bridge using Kolmogorov-Arnold Network CVPR 2025 FineControlNet: Fine-Level Text Control for Image Generation with Spatially Aligned Text Control Injection WACV 2025 Fine-Grained Controllable Video Generation via Object Appearance and Context WACV 2025 Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models CVPR 2025 Fine-grained Prompt Screening: Defending Against Backdoor Attack on Text-to-Image Diffusion Models IJCAI 2025