Diffusion Models

Gaussian Variation Field Diffusion for High-fidelity Video-to-4D Synthesis ICCV 2025 GaussMarker: Robust Dual-Domain Watermark for Diffusion Models ICML 2025 GCC: Generative Color Constancy via Diffusing a Color Checker CVPR 2025 GCRayDiffusion: Pose-Free Surface Reconstruction via Geometric Consistent Ray Diffusion ICCV 2025 GDiffRetro: Retrosynthesis Prediction with Dual Graph Enhanced Molecular Representation and Diffusion Generation AAAI 2025 GDrag:Towards General-Purpose Interactive Editing with Anti-ambiguity Point Diffusion ICLR 2025 GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control CVPR 2025 GenAssets: Generating in-the-wild 3D Assets in Latent Space CVPR 2025 GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration CVPR 2025 Generalizable Human Gaussians from Single-View Image ICLR 2025 Generalizable Object Keypoint Localization from Generative Priors CVPR 2025 Generalizable Single-Source Cross-Modality Medical Image Segmentation via Invariant Causal Mechanisms WACV 2025 Generalizable Single-View Object Pose Estimation by Two-Side Generating and Matching WACV 2025 Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis ICLR 2025 Generalized Consistency Trajectory Models for Image Manipulation ICLR 2025 Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection CVPR 2025 Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025 Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery ICCV 2025 Generate to Ground: Multimodal Text Conditioning Boosts Phrase Grounding in Medical Vision-Language Models MIDL 2025 Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks ICCV 2025 Generating Fine Details of Entity Interactions EMNLP 2025 Generating Graphs via Spectral Diffusion ICLR 2025 Generating Multi-Image Synthetic Data for Text-to-Image Customization ICCV 2025 Generating Physical Dynamics under Priors ICLR 2025 Generation and Comprehension Hand-in-Hand: Vision-guided Expression Diffusion for Boosting Referring Expression Generation and Comprehension ICLR 2025