Diffusion Models

GRPO-Guard: Mitigating Implicit Over-Optimization in Flow Matching via Regulated Clipping CVPR 2026 GuideFlow: Constraint-Guided Flow Matching for Planning in End-to-End Autonomous Driving CVPR 2026 GuideGen: A Text-Guided Framework for Paired Full-torso Anatomy and CT Volume Generation AAAI 2026 Guiding a Diffusion Model by Swapping Its Tokens CVPR 2026 Guiding a Diffusion Transformer with the Internal Dynamics of Itself CVPR 2026 Guiding Diffusion-based Reconstruction with Contrastive Signals for Balanced Visual Representation CVPR 2026 Guiding Diffusion Models with Fine-Grained Conditions and Semantics-Preserving Sampling for One-Shot Federated Learning CVPR 2026 Guiding Diffusion Models with Semantically Degraded Conditions CVPR 2026 Guiding Token-Sparse Diffusion Models CVPR 2026 Guiding What Not to Generate: Automated Negative Prompting for Text-Image Alignment WACV 2026 GuidNoise: Single-Pair Guided Diffusion for Generalized Noise Synthesis AAAI 2026 Gungnir: Exploiting Stylistic Features in Images for Backdoor Attacks on Diffusion Models UAI 2026 HAD: Hallucination-Aware Diffusion Priors for 3D Reconstruction CVPR 2026 HalluGen: Synthesizing Realistic and Controllable Hallucinations for Evaluating Image Restoration CVPR 2026 HandDreamer: Zero-Shot Text to 3D Hand Model Generation using Corrective Hand Shape Guidance CVPR 2026 HandX: Scaling Bimanual Motion and Interaction Generation CVPR 2026 Harmony: Harmonizing Audio and Video Generation through Cross-Task Synergy CVPR 2026 Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification AAAI 2026 HATIR: Heat-Aware Diffusion for Turbulent Infrared Video Super-Resolution AAAI 2026 HDR Reconstruction Boosting with Training-Free and Exposure-Consistent Diffusion WACV 2026 HDW-SR: High-Frequency Guided Diffusion Model based on Wavelet Decomposition for Image Super-Resolution CVPR 2026 Hear What You See: Video-to-Audio Generation with Diffusion Transformer and Semantic-Temporal Alignment-Ranked Direct Preference Optimization CVPR 2026 Heterogeneous Decentralized Diffusion Models CVPR 2026 HiCoGen: Hierarchical Compositional Text-to-Image Generation in Diffusion Models via Reinforcement Learning CVPR 2026 Hide-and-Seek Attribution: Weakly Supervised Segmentation of Vertebral Metastases in CT MIDL 2026