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Diffusion Models

4342 directly classified papers

Papers per year

Papers

DiffRefiner: Coarse to Fine Trajectory Planning via Diffusion Refinement with Semantic Interaction for End to End Autonomous Driving AAAI 2026
VGD: Value-Guided Diffusion Toward High-Utility Medical Image Segmentation AAAI 2026
Spherical Geometry Diffusion: Generating High-quality 3D Face Geometry via Sphere-anchored Representations AAAI 2026
FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation AAAI 2026
SimpleDiffusion: A Lightweight and Efficient Conditional Diffusion Model for Multi-Modal Salient Object Detection AAAI 2026
ObjectAdv: Object-Level Unrestricted Adversarial Attacks via Diffusion Models AAAI 2026
DialoGen: Towards Dialog Gesture Generation via Identity-Decoupled Style Guidance in Interactive Diffusion Model AAAI 2026
Forecast Then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers AAAI 2026
Oscillation Inversion: Training-Free Image and Video Enhancement Through Oscillated Latents in Large Flow Models AAAI 2026
StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion AAAI 2026
DragNeXt: Rethinking Drag-Based Image Editing AAAI 2026
Hierarchical Schedule Optimization for Fast and Robust Diffusion Model Sampling AAAI 2026
Other Vehicle Trajectories Are Also Needed: A Driving World Model Unifies Ego-Other Vehicle Trajectories in Video Latent Space AAAI 2026
Diffusion Reconstruction-based Data Likelihood Estimation for Core-Set Selection AAAI 2026
De-collapsing User Intent: Adaptive Diffusion Augmentation with Mixture-of-Experts for Sequential Recommendation AAAI 2026
Towards Synthesizing High-Dimensional Tabular Data with Limited Samples AAAI 2026
Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation AAAI 2026
Sat2Flow: A Structure-Aware Diffusion Framework for Human Flow Generation from Satellite Imagery AAAI 2026
Knowledge Graph Guided Heterogeneity-Informed Diffusion Model for Spatio-Temporal Generation AAAI 2026
Modeling Item-Level Dynamic Variability with Residual Diffusion for Bundle Recommendation AAAI 2026
Gracefully Air-Written: Enhancing the Legibility and Style Consistency of In-Air Handwriting AAAI 2026
Mechanistic Dissection of Cross-Attention Subspaces in Text-to-Image Diffusion Models AAAI 2026
Stabilizing Self-Consuming Diffusion Models with Latent Space Filtering AAAI 2026
PADiff: Predictive and Adaptive Diffusion Policies for Ad Hoc Teamwork AAAI 2026
Motion Planning Diffusion: Learning and Adapting Robot Motion Planning with Diffusion Models (Abstract Reprint) AAAI 2026