Diffusion Models

DeFSS: Image-to-Mask Denoising Learning for Few-shot Segmentation ICCV 2025 Degradation-Modeled Multipath Diffusion for Tunable Metalens Photography ICCV 2025 Democratizing High-Fidelity Co-Speech Gesture Video Generation ICCV 2025 DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement AAAI 2025 Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration ICLR 2025 Denoising Autoregressive Transformers for Scalable Text-to-Image Generation ICLR 2025 Denoising Diffusion Models are Good General Gaze Feature Learners IJCAI 2025 Denoising Diffusion Models for High-Resolution Microscopy Image Restoration WACV 2025 Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors AAAI 2025 Denoising Functional Maps: Diffusion Models for Shape Correspondence CVPR 2025 Denoising Task Difficulty-based Curriculum for Training Diffusion Models ICLR 2025 Denoising Token Prediction in Masked Autoregressive Models ICCV 2025 Denoising with a Joint-Embedding Predictive Architecture ICLR 2025 Dense2MoE: Restructuring Diffusion Transformer to MoE for Efficient Text-to-Image Generation ICCV 2025 DepR: Depth Guided Single-view Scene Reconstruction with Instance-level Diffusion ICCV 2025 Depth Any Video with Scalable Synthetic Data ICLR 2025 DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos CVPR 2025 DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching AAAI 2025 Dequantization and Color Transfer with Diffusion Models WACV 2025 Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI CVPR 2025 DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models CVPR 2025 DesignEdit: Unify Spatial-Aware Image Editing via Training-free Inpainting with a Multi-Layered Latent Diffusion Framework AAAI 2025 Detail-Preserving Latent Diffusion for Stable Shadow Removal CVPR 2025 Detect-and-Guide: Self-regulation of Diffusion Models for Safe Text-to-Image Generation via Guideline Token Optimization CVPR 2025 Detecting Origin Attribution for Text-to-Image Diffusion Models WACV 2025