Diffusion Models

UltraGen: High-Resolution Video Generation with Hierarchical Attention AAAI 2026 Ultra-Low Bitrate Perceptual Image Compression with Shallow Encoder CVPR 2026 Uncertainty-aware Cycle Diffusion Model for Fair Glaucoma Diagnosis MIDL 2026 Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models WACV 2026 UnGuide: Learning to Forget with LoRA-Guided Diffusion Models UAI 2026 UniAlignment: Semantic Alignment for Unified Image Generation, Understanding, Manipulation and Perception AAAI 2026 UniAVGen: Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions CVPR 2026 UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations WACV 2026 Uni-DAD: Unified Distillation and Adaptation of Diffusion Models for Few-step Few-shot Image Generation CVPR 2026 UniDef: Universal Defense Against Unauthorized Image Manipulation CVPR 2026 UniDiff: Parameter-Efficient Adaptation of Diffusion Models for Land Cover Classification with Multi-Modal Remotely Sensed Imagery and Sparse Annotations WACV 2026 UniEdit-I: Training-free Image Editing for Unified VLM via Iterative Understanding, Editing and Verifying CVPR 2026 Unified Control for Inference-Time Guidance of Denoising Diffusion Models WACV 2026 Unified Latent Space for Understanding and Generation via Semantic Auto-encoder CVPR 2026 Unifying Precise Keyframes and Semantic Control via Multi-level Diffusion CVPR 2026 UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration CVPR 2026 UniPart: Part-Level 3D Generation with Unified 3D Geom-Seg Latents CVPR 2026 UniPercept: A Unified Diffusion Model for Generalizable Visual Perception CVPR 2026 UniSER: A Foundation Model for Unified Soft Effects Removal CVPR 2026 UniSonate: A Unified Model for Speech, Music, and Sound Effect Generation with Text Instructions ACL 2026 UniTEX: Universal High Fidelity Generative Texturing for 3D Shapes CVPR 2026 Universal Adversarial Purification with DDIM Metric Loss for Stable Diffusion AAAI 2026 UniVerse: A Unified Modulation Framework for Segmentation-Free, Disentangled Multi-Concept Personalization CVPR 2026 Unleashing Stealthy Backdoor Pandemic by Infecting a Single Diffusion Model CVPR 2026 Unlocking the Potential of Diffusion Language Models through Template Infilling ACL 2026