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Diffusion Models

4,342 papers

Papers per year

Papers

A Prior-based Discrete Diffusion Model for Social Graph Generation IJCAI 2025
RLBCD: Residual-guided Latent Brownian-bridge Co-Diffusion for Anatomical-to-Metabolic Image Synthesis IJCAI 2025
GSDNet: Revisiting Incomplete Multimodality-Diffusion Emotion Recognition from the Perspective of Graph Spectrum IJCAI 2025
High-Fidelity Road Network Generation with Latent Diffusion Models IJCAI 2025
Evolvable Conditional Diffusion IJCAI 2025
Secure and Efficient Watermarking for Latent Diffusion Models in Model Distribution Scenarios IJCAI 2025
DiffECG: Diffusion Model-Powered Label-Efficient and Personalized Arrhythmia Diagnosis IJCAI 2025
BridgeVoC: Neural Vocoder with Schrödinger Bridge IJCAI 2025
DeepShade: Enable Shade Simulation by Text-conditioned Image Generation IJCAI 2025
CoDiCast: Conditional Diffusion Model for Global Weather Forecasting with Uncertainty Quantification IJCAI 2025
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning IJCAI 2025
FastBlend: Enhancing Video Stylization Consistency via Model-Free Patch Blending IJCAI 2025
SmartSpatial: Enhancing 3D Spatial Awareness in Stable Diffusion with a Novel Evaluation Framework IJCAI 2025
AdaptEdit: An Adaptive Correspondence Guidance Framework for Reference-Based Video Editing IJCAI 2025
MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models IJCAI 2025
Intoner: For Chinese Poetry Intoning Synthesis IJCAI 2025
Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces IJCNLP 2025
Transformers from Diffusion: A Unified Framework for Neural Message Passing JMLR 2025
Score-Based Diffusion Models in Function Space JMLR 2025
Stochastic Interpolants: A Unifying Framework for Flows and Diffusions JMLR 2025
Unified Discrete Diffusion for Categorical Data JMLR 2025
O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions JMLR 2025
Optimal Denoising in Score-Based Generative Models: The Role of Data Regularity JMLR 2025
Reward-Directed Score-Based Diffusion Models via q-Learning JMLR 2025
Directional Adaptive Shuffle-Based Visual State-Space Models for Medical Image Restoration MICCAI 2025