one-step generation

DUO-VSR: Dual-Stream Distillation for One-Step Video Super-Resolution CVPR 2026 Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation CVPR 2026 FiDeSR: High-Fidelity and Detail-Preserving One-Step Diffusion Super-Resolution CVPR 2026 IFCSR: Inference-Free Fidelity-Realism Control for One-Step Diffusion-based Real-World Image Super-Resolution CVPR 2026 Learning Straight Flows: Variational Flow Matching for Efficient Generation CVPR 2026 MP1: MeanFlow Tames Policy Learning in 1-step for Robotic Manipulation AAAI 2026 One-step Nonautoregressive Natural Language Generation with Shortcut Flow Matching Models ACL 2026 Stable Mean Flow: Lyapunov-Inspired One-Step Flow Matching CVPR 2026 Temporal Equilibrium MeanFlow: Bridging the Scale Gap for One-Step Generation CVPR 2026 Adding Additional Control to One-Step Diffusion with Joint Distribution Matching ICCV 2025 Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step ICLR 2025 Compression-Aware One-Step Diffusion Model for JPEG Artifact Removal ICCV 2025 Consistency Trajectory Matching for One-Step Generative Super-Resolution ICCV 2025 Diffusion Adversarial Post-Training for One-Step Video Generation ICML 2025 Di[M]O: Distilling Masked Diffusion Models into One-step Generator ICCV 2025 Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching ICLR 2025 GlassWizard: Harvesting Diffusion Priors for Glass Surface Detection ICCV 2025 Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation ICLR 2025 InstaRevive: One-Step Image Enhancement via Dynamic Score Matching ICLR 2025 One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation ICML 2025 One Step Diffusion via Shortcut Models ICLR 2025 OSDFace: One-Step Diffusion Model for Face Restoration CVPR 2025 OSV: One Step is Enough for High-Quality Image to Video Generation CVPR 2025 Revisiting Diffusion Models: From Generative Pre-training to One-Step Generation ICML 2025 SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation ICLR 2025