← Models
Deep Learning › Models ›

Diffusion Models

4342 directly classified papers

Papers per year

Papers

CorrectAD: A Self-Correcting Agentic System to Improve End-to-end Planning in Autonomous Driving AAAI 2026
X2Edit: Revisiting Arbitrary-Instruction Image Editing Through Self-Constructed Data and Task-Aware Representation Learning AAAI 2026
EchoMimicV3: 1.3B Parameters Are All You Need for Unified Multi-Modal and Multi-Task Human Animation AAAI 2026
Image Content Matters: An Image Content Aware State Space Model for Accelerated MRI Reconstruction AAAI 2026
MotionFlow: Attention-Driven Motion Transfer in Video Diffusion Models AAAI 2026
QRShield: Exploiting Vulnerabilities of Latent Diffusion Models for Preventing AI Art Plagiarism AAAI 2026
Beyond Wide-Angle Images: Structure-to-Detail Video Portrait Correction via Unsupervised Spatiotemporal Adaptation AAAI 2026
Virtual Multiplex Staining for Histological Images Using a Marker-Wise Conditioned Diffusion Model AAAI 2026
Infinite-Story: A Training-Free Consistent Text-to-Image Generation AAAI 2026
SphereDiff: Tuning-free 360° Static and Dynamic Panorama Generation via Spherical Latent Representation AAAI 2026
FreeMem: Enhancing Consistency in Long Video Generation via Tuning-Free Memory AAAI 2026
TARA: Token-Aware LoRA for Composable Personalization in Diffusion Models AAAI 2026
Event-Guided Scene Text Image Super-Resolution AAAI 2026
WeatherEdit: Controllable Weather Editing with 4D Gaussian Field AAAI 2026
BridgeShape: Latent Diffusion Schrödinger Bridge for 3D Shape Completion AAAI 2026
SalDiff-DTM: A Novel Dual-Temporal Modulated Diffusion Model for Omnidirectional Images Scanpath Prediction AAAI 2026
AnomalyPainter: Vision-Language-Diffusion Synergy for Realistic and Diverse Unseen Industrial Anomaly Synthesis AAAI 2026
Targeted Data Protection for Diffusion Model by Matching Training Trajectory AAAI 2026
Tuning-Free Amodal Segmentation via the Occlusion-Free Bias of Inpainting Models AAAI 2026
CHIMERA: Controllable High-quality Image-Mask Extraction for Reliable Diffusion-based Anomaly Synthesis AAAI 2026
MotivDance: Fine-Grained Text-Guided Motivation Choreography with Music Synchronization AAAI 2026
Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation AAAI 2026
Image Restoration via Primal Dual Hybrid Gradient and Flow Generative Model AAAI 2026
Integrating Reweighted Least Squares with Plug-and-Play Diffusion Priors for Noisy Image Restoration AAAI 2026
FIND: A Simple Yet Effective Baseline for Diffusion-Generated Image Detection AAAI 2026