denoising process

Accelerating Diffusion-based Video Editing via Heterogeneous Caching: Beyond Full Computing at Sampled Denoising Timestep CVPR 2026 Beyond Single-Point Perturbation: A Hierarchical, Manifold-Aware Approach to Diffusion Attacks AAAI 2026 D2Cache: Second-Order Delta Caching for Higher Video Diffusion Acceleration CVPR 2026 Do Less, Achieve More: Do We Need Every-Step Optimization for RL Fine-tuning of Diffusion Models? CVPR 2026 DRiffusion: Draft-and-Refine Process Parallelizes Diffusion Models with Ease CVPR 2026 Elucidating the SNR-t Bias of Diffusion Probabilistic Models CVPR 2026 FreLay: Frequency-aware Energy Function for Training-free Layout-to-Image Generation AAAI 2026 Image Generation from Contextually-Contradictory Prompts CVPR 2026 MCIE: Multimodal LLM-Driven Complex Instruction Image Editing with Spatial Guidance AAAI 2026 PADiff: Predictive and Adaptive Diffusion Policies for Ad Hoc Teamwork AAAI 2026 SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation AAAI 2026 UniDef: Universal Defense Against Unauthorized Image Manipulation CVPR 2026 Accelerating Diffusion Sampling via Exploiting Local Transition Coherence ICCV 2025 ActionDiffusion: An Action-Aware Diffusion Model for Procedure Planning in Instructional Videos WACV 2025 Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception ICLR 2025 Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration CVPR 2025 BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers CVPR 2025 Conditional GAN for Enhancing Diffusion Models in Efficient and Authentic Global Gesture Generation from Audios WACV 2025 Contrastive Sequential-Diffusion Learning: Non-Linear and Multi-Scene Instructional Video Synthesis WACV 2025 Cycle3D: High-quality and Consistent Image-to-3D Generation via Generation-Reconstruction Cycle AAAI 2025 Denoising Autoregressive Transformers for Scalable Text-to-Image Generation ICLR 2025 DesignEdit: Unify Spatial-Aware Image Editing via Training-free Inpainting with a Multi-Layered Latent Diffusion Framework AAAI 2025 Diffusion Models are Evolutionary Algorithms ICLR 2025 Dynamic Attention-Guided Diffusion for Image Super-Resolution WACV 2025 Enhancing Creative Generation on Stable Diffusion-based Models CVPR 2025