Diffusion Models

DiT360: High-Fidelity Panoramic Image Generation via Hybrid Training CVPR 2026 DiTEA: Mixture-of-Experts for Vision-Language-Action Model in Robotic Manipulation AAAI 2026 DiT-IC: Aligned Diffusion Transformer for Efficient Image Compression CVPR 2026 DiT-VTON: Diffusion Transformer Framework for Unified Multi-Category Virtual Try-On and Virtual Try-All with Integrated Image Editing WACV 2026 DivControl: Knowledge Diversion for Controllable Image Generation AAAI 2026 DiverseDiT: Towards Diverse Representation Learning in Diffusion Transformers CVPR 2026 DiverseGRPO: Mitigating Mode Collapse in Image Generation via Diversity-Aware GRPO CVPR 2026 dLLM: Simple Diffusion Language Modeling ACL 2026 DMAligner: Enhancing Image Alignment via Diffusion Model Based View Synthesis CVPR 2026 DMGD: Train-Free Dataset Distillation with Semantic-Distribution Matching in Diffusion Models CVPR 2026 dMLLM-TTS: Self-Verified and Efficient Test-Time Scaling for Diffusion Multi-Modal Large Language Models CVPR 2026 DNF-SR: Dual-Input and Negative-Aware Feature Fine-Tuning for Real-World Image Super-Resolution CVPR 2026 DocWaveDiff: A Predict-and-Refine approach for Document Image Enhancement with Wavelet U-Nets and Diffusion models WACV 2026 DogFit: Domain-guided Fine-tuning for Efficient Transfer Learning of Diffusion Models AAAI 2026 Do Less, Achieve More: Do We Need Every-Step Optimization for RL Fine-tuning of Diffusion Models? CVPR 2026 DOODLE: Diffusion-based Out-of-Distribution Learning for Open-set LiDAR Semantic Segmentation WACV 2026 DoTA: Latent Distribution Conditioned Data Attribution for Diffusion Models WACV 2026 Do You Have Freestyle? Expressive Humanoid Locomotion via Audio Control CVPR 2026 DPBridge: Latent Diffusion Bridge for Dense Prediction WACV 2026 DragNeXt: Rethinking Drag-Based Image Editing AAAI 2026 DreamingComics: A Story Visualization Pipeline via Subject and Layout Customized Generation using Video Models CVPR 2026 DreamMakeup: Face Makeup Customization using Latent Diffusion Models WACV 2026 DreamSR: Towards Ultra-High-Resolution Image Super-Resolution via a Receptive-Field Enhanced Diffusion Transformer CVPR 2026 DreamStereo: Towards Real-Time Stereo Inpainting for HD Videos CVPR 2026 DRiffusion: Draft-and-Refine Process Parallelizes Diffusion Models with Ease CVPR 2026