Diffusion Models

FrameBridge: Improving Image-to-Video Generation with Bridge Models ICML 2025 Frame by Familiar Frame: Understanding Replication in Video Diffusion Models WACV 2025 FramePainter: Endowing Interactive Image Editing with Video Diffusion Priors ICCV 2025 FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded Sampling ICLR 2025 Free2Guide: Training-Free Text-to-Video Alignment using Image LVLM ICCV 2025 Free4D: Tuning-free 4D Scene Generation with Spatial-Temporal Consistency ICCV 2025 FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers ICCV 2025 FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment ICCV 2025 FreeFlux: Understanding and Exploiting Layer-Specific Roles in RoPE-Based MMDiT for Versatile Image Editing ICCV 2025 FreeGen: Bridging Visual-Linguistic Discrepancies Towards Diffusion-based Pixel-level Data Synthesis AAAI 2025 Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs ICLR 2025 FreeMask: Rethinking the Importance of Attention Masks for Zero-Shot Video Editing AAAI 2025 FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model ICCV 2025 FreePCA: Integrating Consistency Information across Long-short Frames in Training-free Long Video Generation via Principal Component Analysis CVPR 2025 FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion ICCV 2025 FreeSim: Toward Free-viewpoint Camera Simulation in Driving Scenes CVPR 2025 FreeUV: Ground-Truth-Free Realistic Facial UV Texture Recovery via Cross-Assembly Inference Strategy CVPR 2025 Free-viewpoint Human Animation with Pose-correlated Reference Selection CVPR 2025 FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise ICLR 2025 FreqTS: Frequency-Aware Token Selection for Accelerating Diffusion Models AAAI 2025 Frequency-Guided Diffusion for Training-Free Text-Driven Image Translation ICCV 2025 Frequency-Guided Posterior Sampling for Diffusion-Based Image Restoration ICCV 2025 From Abyssal Darkness to Blinding Glare: A Benchmark on Extreme Exposure Correction in Real World ICCV 2025 From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fine-tuning ICCV 2025 From Image to Video: An Empirical Study of Diffusion Representations ICCV 2025