Diffusion Models

Semantics Lead the Way: Harmonizing Semantic and Texture Modeling with Asynchronous Latent Diffusion CVPR 2026 Semi-supervised Latent Disentangled Diffusion Model for Textile Pattern Generation AAAI 2026 SenCache: Accelerating Diffusion Model Inference via Sensitivity-Aware Caching CVPR 2026 Sensor2Sensor: Cross-Embodiment Sensor Conversion for Autonomous Driving CVPR 2026 SGMHand: Structure-Guided Modulation for Structure-Aware Hand Inpainting AAAI 2026 ShapeAR: Generating Editable Shape Layers via Autoregressive Diffusion CVPR 2026 ShotDirector: Directorially Controllable Multi-Shot Video Generation with Cinematographic Transitions CVPR 2026 Show Me: Unifying Instructional Image and Video Generation with Diffusion Models WACV 2026 ShowTable: Unlocking Creative Table Visualization with Collaborative Reflection and Refinement CVPR 2026 SIDE: Surrogate Conditional Data Extraction from Diffusion Models AAAI 2026 SIGMA: Selective-Interleaved Generation with Multi-Attribute Tokens CVPR 2026 SignPR: A Progressive Vector-Quantized Diffusion Framework for Sign Language Production CVPR 2026 SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting AAAI 2026 Similarity-Consistent Likelihood Diffusion enables Hidden Person Detection from Wall Reflections CVPR 2026 SimpleDiffusion: A Lightweight and Efficient Conditional Diffusion Model for Multi-Modal Salient Object Detection AAAI 2026 SIMPLEPOSTER: A SIMPLE BASELINE FOR PRODUCT POSTER GENERATION CVPR 2026 Simplex-Aligned Diffusion with Cross-Granularity Interaction for Robust Medical Image Classification MIDL 2026 Single-step Diffusion-based Video Coding with Semantic-Temporal Guidance CVPR 2026 Single-step Diffusion for Image Compression at Ultra-Low Bitrates WACV 2026 Sketch2Colab: Sketch-Conditioned Multi-Human Animation via Controllable Flow Distillation CVPR 2026 Sketch2CT: Multimodal Diffusion for Structure-Aware 3D Medical Volume Generation CVPR 2026 SketchAssist: A Practical Assistant for Semantic Edits and Precise Local Redrawing CVPR 2026 SketchDeco: Training-Free Latent Composition for Precise Sketch Colourisation CVPR 2026 Sketch-Guided Anime Hair Editing Using Multimodal Diffusion Transformer (Student Abstract) AAAI 2026 SLD-L2S: Hierarchical Subspace Latent Diffusion for High-Fidelity Lip to Speech Synthesis AAAI 2026