Diffusion Models

Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization ICCV 2025 SD2Actor: Continuous State Decomposition via Diffusion Embeddings for Robotic Manipulation ICCV 2025 SDMatte: Grafting Diffusion Models for Interactive Matting ICCV 2025 SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning ICML 2025 SE(3)-Equivariant Diffusion Models for 3D Object Analysis IJCAI 2025 SE(3)-Equivariant Diffusion Policy in Spherical Fourier Space ICML 2025 SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation CVPR 2025 SEAL: Semantic Aware Image Watermarking ICCV 2025 Secure and Efficient Watermarking for Latent Diffusion Models in Model Distribution Scenarios IJCAI 2025 SeeDiff: Off-the-Shelf Seeded Mask Generation from Diffusion Models AAAI 2025 SEED: Speaker Embedding Enhancement Diffusion Model Interspeech 2025 SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration CVPR 2025 See Further When Clear: Curriculum Consistency Model CVPR 2025 Segment Any-Quality Images with Generative Latent Space Enhancement CVPR 2025 Segment Anyword: Mask Prompt Inversion for Open-Set Grounded Segmentation ICML 2025 SegmentDreamer: Towards High-fidelity Text-to-3D Synthesis with Segmented Consistency Trajectory Distillation ICCV 2025 Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models ACL 2025 Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios AAAI 2025 Self-Calibrated Variance-Stabilizing Transformations for Real-World Image Denoising ICCV 2025 Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Image Generation AAAI 2025 Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects CVPR 2025 Self-Learning Hyperspectral and Multispectral Image Fusion via Adaptive Residual Guided Subspace Diffusion Model CVPR 2025 Self-Supervised Anomaly Segmentation via Diffusion Models with Dynamic Transformer UNet WACV 2025 Self-supervised ControlNet with Spatio-Temporal Mamba for Real-world Video Super-resolution CVPR 2025 Self-Supervised Diffusion Models for Electron-Aware Molecular Representation Learning ICLR 2025