Diffusion Models

DDPM Score Matching and Distribution Learning (Extended Abstract) COLT 2026 DDT: Decoupled Diffusion Transformer CVPR 2026 Decision Boundary-aware Generation for Long-tailed Learning CVPR 2026 DecoCal: Decoding with Calibration in Diffusion Large Language Models ACL 2026 DeCo: Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation CVPR 2026 De-collapsing User Intent: Adaptive Diffusion Augmentation with Mixture-of-Experts for Sequential Recommendation AAAI 2026 Decoupled Residual Denoising Diffusion Models for Unified and Data Efficient Image-to-Image Translation CVPR 2026 Defeating Slow-and-Low Threats via Diffusion Model-based Generative Inference NSDI 2026 Degradation-Robust Fusion: An Efficient Degradation-Aware Diffusion Framework for Multimodal Image Fusion in Arbitrary Degradation Scenarios CVPR 2026 DEIG: Detail-Enhanced Instance Generation with Fine-Grained Semantic Control AAAI 2026 DeltaQuant: 4-bit Video Diffusion Models with Spatiotemporal Delta Smoothing CVPR 2026 Delta Rectified Flow Sampling for Text-to-Image Editing CVPR 2026 Demystifying Foreground-Background Memorization in Diffusion Models AAAI 2026 DeNC++: Efficient Diffusion-Enhanced Neural Codec for End-to-end Semantic Streaming at the Edge AAAI 2026 Denoising as Path Planning: Training-Free Acceleration of Diffusion Models with DPCache CVPR 2026 Denoising, Fast and Slow: Difficulty-Aware Adaptive Sampling for Image Generation CVPR 2026 De Novo Molecular Generation from Mass Spectra via Many-Body Enhanced Diffusion AAAI 2026 DeOcc-1-to-3: 3D De-Occlusion from a Single Image via Self-Supervised Multi-View Diffusion AAAI 2026 Dereflection Any Image with Diffusion Priors and Diversified Data AAAI 2026 Designing Instance-Level Sampling Schedules via REINFORCE with James-Stein Shrinkage CVPR 2026 Detection-Driven Object Count Optimization for Text-to-Image Diffusion Models WACV 2026 DexGraspVLA: A Vision-Language-Action Framework Towards General Dexterous Grasping AAAI 2026 DeX-Portrait: Disentangled and Expressive Portrait Animation via Explicit and Latent Motion Representations CVPR 2026 Dexterous World Models CVPR 2026 DialoGen: Towards Dialog Gesture Generation via Identity-Decoupled Style Guidance in Interactive Diffusion Model AAAI 2026