consistency model

Beyond Diffusion: Consistency Models for One-Step, High-Fidelity MRI Reconstruction MIDL 2026 ExpoCM: Exposure-Aware One-Step Generative Single-Image HDR Reconstruction CVPR 2026 Few-step Flow for 3D Generation via Marginal-Data Transport Distillation AAAI 2026 PnP-CM: Consistency Models as Plug-and-Play Priors for Inverse Problems CVPR 2026 Consistency Models Made Easy ICLR 2025 Consistency Posterior Sampling for Diverse Image Synthesis CVPR 2025 Convergence of Consistency Model with Multistep Sampling under General Data Assumptions ICML 2025 Dual-Expert Consistency Model for Efficient and High-Quality Video Generation ICCV 2025 FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing WACV 2025 FlashBack: Consistency Model-Accelerated Shared Autonomy CoRL 2025 FlowPolicy: Enabling Fast and Robust 3D Flow-Based Policy via Consistency Flow Matching for Robot Manipulation AAAI 2025 Improved Diffusion-based Generative Model with Better Adversarial Robustness ICLR 2025 Improved Discretization Complexity Analysis of Consistency Models: Variance Exploding Forward Process and Decay Discretization Scheme ICML 2025 Improved Training Technique for Latent Consistency Models ICLR 2025 Improving Consistency Models with Generator-Augmented Flows ICML 2025 Inverse Flow and Consistency Models ICML 2025 LATINO-PRO: LAtent consisTency INverse sOlver with PRompt Optimization ICCV 2025 Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better ICLR 2025 One Step Diffusion via Shortcut Models ICLR 2025 PCM : Picard Consistency Model for Fast Parallel Sampling of Diffusion Models CVPR 2025 Score-of-Mixture Training: One-Step Generative Model Training Made Simple via Score Estimation of Mixture Distributions ICML 2025 SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation AAAI 2025 See Further When Clear: Curriculum Consistency Model CVPR 2025 SegmentDreamer: Towards High-fidelity Text-to-3D Synthesis with Segmented Consistency Trajectory Distillation ICCV 2025 Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Image Generation AAAI 2025