Diffusion Models

DiffusionFF: A Diffusion-based Framework for Joint Face Forgery Detection and Fine-Grained Artifact Localization CVPR 2026 Diffusion Forcing Planner: History-Annealed Planning with Time-Dependent Guidance for Autonomous Driving CVPR 2026 Diffusion Guided Chain-of-Vision for Large Autoregressive Vision Models CVPR 2026 DiffusionHarmonizer: Bridging Neural Reconstruction and Photorealistic Simulation with Online Diffusion Enhancer CVPR 2026 Diffusion Mental Averages CVPR 2026 Diffusion Model Based Signal Recovery Under 1-Bit Quantization AAAI 2026 Diffusion Noise Optimization for Synthetic VLM Training WACV 2026 Diffusion Once and Done: Degradation-Aware LoRA for All-in-One Image Restoration AAAI 2026 DiffusionPose: Markov-Optimized Diffusion Model for Human Pose Estimation AAAI 2026 Diffusion-Pretrained Dense and Contextual Embeddings ACL 2026 Diffusion Probe: Generated Image Result Prediction Using CNN Probes CVPR 2026 Diffusion Reconstruction-based Data Likelihood Estimation for Core-Set Selection AAAI 2026 Diffusion Sampling Path Tells More: An Efficient Plug-and-Play Strategy for Sample Filtering CVPR 2026 Diffusion with a Linguistic Compass: Steering the Generation of Clinically Plausible Future sMRI Representations for Early MCI Conversion Prediction CVPR 2026 DiffuView: Multi-View Diffusion Pretraining for 3D Aware Robotic Manipulation CVPR 2026 Diff-V2M: A Hierarchical Conditional Diffusion Model with Explicit Rhythmic Modeling for Video-to-Music Generation AAAI 2026 DiM-TS: Bridge the Gap Between Selective State Space Models and Time Series for Generative Modeling AAAI 2026 DiP: Taming Diffusion Models in Pixel Space CVPR 2026 DirectDrag: High-Fidelity, Mask-Free, Prompt-Free Drag-based Image Editing via Readout-Guided Feature Alignment WACV 2026 DisCa: Accelerating Video Diffusion Transformers with Distillation-Compatible Learnable Feature Caching CVPR 2026 Discrete-Guided Diffusion for Scalable and Safe Multi-Robot Motion Planning AAAI 2026 Disentangled Textual Priors for Diffusion-based Image Super-Resolution CVPR 2026 Distilling Diversity and Control in Diffusion Models WACV 2026 Distributed Image Compression with Multimodal Side Information at Extremely Low Bitrates CVPR 2026 Distributional Priors Guided Diffusion for Generating 3D Molecules in Low Data Regimes AAAI 2026