Diffusion Models

Structure-to-Intensity Diffusion for Adverse-Weather LiDAR Generation CVPR 2026 Studying Classifier(-Free) Guidance from a Classifier-Centric Perspective AAAI 2026 StyleDoctor: Towards Specialist Reward Model for Style-centric Generation Tasks CVPR 2026 Style-Friendly SNR Sampler for Style-Driven Generation WACV 2026 StyleGallery: Training-free and Semantic-aware Personalized Style Transfer from Arbitrary Image References CVPR 2026 SURF: Signature-Retained Fast Video Generation CVPR 2026 SwiftVideo: A Unified Framework for Few-Step Video Generation Through Trajectory-Distribution Alignment AAAI 2026 SwitchCraft: Training-Free Multi-Event Video Generation with Attention Controls CVPR 2026 SyncDreamer: Controllable and Expressive Avatar Generation Beyond the Talking Head CVPR 2026 SyncMos: Scalable Motion Synchronisation for Multi-Agent Scene Interaction CVPR 2026 SynMotion: Semantic-Visual Adaptation for Motion Customized Video Generation CVPR 2026 SynWeather: Weather Observation Data Synthesis Across Multiple Regions and Variables via a General Diffusion Transformer AAAI 2026 Systematic Analysis of the Unintentional CSAM-Generation-Potential of Text-to-Image Models WACV 2026 T2LF: LLM-Guided Multimodal Diffusion for Text-to-Light Field Synthesis WACV 2026 TabGeoFlow: A Geometric Flow Matching Model for Tabular Data Synthesis AAAI 2026 TA-GRPO-d: Trajectory-Aware GRPO for Optimizing Denoising Trajectories in Diffusion LLMs ACL 2026 TAlignDiff: Automatic Tooth Alignment assisted by Diffusion-based Transformation Learning CVPR 2026 Talk2Move: Reinforcement Learning for Text-Instructed Object-Level Geometric Transformation in Scenes CVPR 2026 TalkingPose: Efficient Face and Gesture Animation with Feedback-guided Diffusion Model WACV 2026 Taming Generative Diffusion Model for Task-Oriented Infrared Imaging CVPR 2026 Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning CVPR 2026 Taming Sampling Perturbations with Variance Expansion Loss for Latent Diffusion Models CVPR 2026 Taming Video Models for 3D and 4D Generation via Zero-Shot Camera Control CVPR 2026 TAP: A Token-Adaptive Predictor Framework for Training-Free Diffusion Acceleration CVPR 2026 TARA: Token-Aware LoRA for Composable Personalization in Diffusion Models AAAI 2026