Diffusion Models

Spherical Geometry Diffusion: Generating High-quality 3D Face Geometry via Sphere-anchored Representations AAAI 2026 SpiralDiff: Spiral Diffusion with LoRA for RGB-to-RAW Conversion Across Cameras CVPR 2026 Splatent: Splatting Diffusion Latents for Novel View Synthesis CVPR 2026 SplitFlux: Learning to Decouple Content and Style from a Single Image CVPR 2026 SpotEdit: Selective Region Editing in Diffusion Transformers CVPR 2026 SPREAD: Spatial-Physical REasoning via geometry Aware Diffusion CVPR 2026 Stabilizing Self-Consuming Diffusion Models with Latent Space Filtering AAAI 2026 StableMaterials: Enhancing Diversity in Material Generation via Semi-Supervised Learning CVPR 2026 StableMTL: Repurposing Latent Diffusion Models for Multi-Task Learning from Partially Annotated Synthetic Datasets CVPR 2026 Statistical guarantees for denoising reflected diffusion models JMLR 2026 STCDiT: Spatio-Temporally Consistent Diffusion Transformer for High-Quality Video Super-Resolution CVPR 2026 Steering diffusion models with quadratic rewards: a fine-grained analysis COLT 2026 Steering One-Step Diffusion Model with Fidelity-Rich Decoder for Fast Image Compression AAAI 2026 Steering Where to Diffuse: Generative Modeling of Phenotypic Response Simulation with Steered Diffusion Bridge CVPR 2026 SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing AAAI 2026 Steganography Beyond Pixels: Reimagining Image Steganography as Cross-Modal Linguistic Communication ACL 2026 Stepwise Credit Assignment for GRPO on Flow-Matching Models CVPR 2026 Stereo World Model: Camera-Guided Stereo Video Generation CVPR 2026 StreamAvatar: Streaming Diffusion Models for Real-Time Interactive Human Avatars CVPR 2026 StreamDiT: Real-Time Streaming Text-to-Video Generation CVPR 2026 Streaming Diffusion Model for Fast Infrared and Visible Video Fusion CVPR 2026 Streaming Generation of Co-Speech Gestures via Accelerated Rolling Diffusion AAAI 2026 StreamingTalker: Audio-driven 3D Facial Animation with Autoregressive Diffusion Model AAAI 2026 StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion AAAI 2026 Structure-based RNA Design by Step-wise Optimization of Latent Diffusion Model AAAI 2026