Diffusion Models

Prompt Guided Diffusion for Controllable Text Generation NAACL 2025 Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single Image Denoising AAAI 2025 ProReflow: Progressive Reflow with Decomposed Velocity CVPR 2025 ProSE: Diffusion Priors for Speech Enhancement NAACL 2025 ProsodyFlow: High-fidelity Text-to-Speech through Conditional Flow Matching and Prosody Modeling with Large Speech Language Models COLING 2025 ProsodyFM: Unsupervised Phrasing and Intonation Control for Intelligible Speech Synthesis AAAI 2025 ProtPainter: Draw or Drag Protein via Topology-guided Diffusion ICLR 2025 Provable Efficiency of Guidance in Diffusion Models for General Data Distribution ICML 2025 Provable Maximum Entropy Manifold Exploration via Diffusion Models ICML 2025 Provably Secure Image Robust Steganography via Cross-modal Error Correction AAAI 2025 PS-Diffusion: Photorealistic Subject-Driven Image Editing with Disentangled Control and Attention CVPR 2025 Pseudo-SD: Pseudo Controlled Stable Diffusion for Semi-Supervised and Cross-Domain Semantic Segmentation ICCV 2025 PSHuman: Photorealistic Single-image 3D Human Reconstruction using Cross-Scale Multiview Diffusion and Explicit Remeshing CVPR 2025 PTDiffusion: Free Lunch for Generating Optical Illusion Hidden Pictures with Phase-Transferred Diffusion Model CVPR 2025 PT-T2I/V: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Image/Video-Task ICLR 2025 Puppet-Master: Scaling Interactive Video Generation as a Motion Prior for Part-Level Dynamics ICCV 2025 Pursuing Temporal-Consistent Video Virtual Try-On via Dynamic Pose Interaction CVPR 2025 PuzzleFusion++: Auto-agglomerative 3D Fracture Assembly by Denoise and Verify ICLR 2025 Pyramidal Flow Matching for Efficient Video Generative Modeling ICLR 2025 Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers CVPR 2025 QK-Edit: Revisiting Attention-based Injection in MM-DiT for Image and Video Editing ICCV 2025 Qua2SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models AAAI 2025 QuaDiM: A Conditional Diffusion Model For Quantum State Property Estimation ICLR 2025 QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation ICCV 2025 QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning ICCV 2025