Diffusion Models

SmokeSVD: Smoke Reconstruction from A Single View via Progressive Novel View Synthesis and Refinement with Diffusion Models CVPR 2026 SmoothDiffusion-VE: Real-time Generative Video Editing Using Adaptive Feature Cache WACV 2026 Smoothing the Landscape: Causal Structure Learning via Diffusion Denoising Objectives CLeaR 2026 Smoothing the Score Function to Enhance Generalization in Diffusion Models CVPR 2026 SNS-Grasp: Semantic-guided Noise Scaling for Grasp Generation AAAI 2026 SODA: Sensitivity-Oriented Dynamic Acceleration for Diffusion Transformer CVPR 2026 SODiff：Semantic-Oriented Diffusion Model for JPEG Compression Artifacts Removal AAAI 2026 Sortblock: Similarity-Aware Feature Reuse for Diffusion Model AAAI 2026 SounDiT: Geo-Contextual Soundscape-to-Landscape Generation CVPR 2026 SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time CVPR 2026 SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction AAAI 2026 Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models CVPR 2026 Sparse Subspace Diffusion Model for Physically Consistent Accelerated MRI Reconstruction MIDL 2026 Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers AAAI 2026 SpatialDiff: 3D-Aware Object Movement via Implicit Spatial Modeling CVPR 2026 Spatial-Spectral Residuals Informed Diffusion Neural Operator for Pan-sharpening CVPR 2026 Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation AAAI 2026 Spatio-Temporal Conditional Denoising Transformer for Modality-Missing RGBT Tracking CVPR 2026 Spatiotemporal Pyramid Flow Matching for Climate Emulation CVPR 2026 SPDMark: Selective Parameter Displacement for Robust Video Watermarking CVPR 2026 SpecDiff: Accelerating Diffusion Model Inference with Self-Speculation AAAI 2026 SpecGen: Neural Spectral BRDF Generation via Spectral-Spatial Tri-plane Aggregation WACV 2026 SpeeDiff: Scalable Pixel-Anchored End-to-End Latent Diffusion Model CVPR 2026 SphereDiff: Tuning-free 360° Static and Dynamic Panorama Generation via Spherical Latent Representation AAAI 2026 SphereEdit: Spherical Semantic Editing in Diffusion Models WACV 2026