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Diffusion Models

4342 directly classified papers

Papers per year

Papers

Insert Anything: Image Insertion via In-Context Editing in DiT AAAI 2026
Object Fusion via Diffusion Time-step for Customized Image Editing with Single Example AAAI 2026
Dual-Seed Evolutionary Algorithm for Noise Optimization in Diffusion Models AAAI 2026
Diffusion Once and Done: Degradation-Aware LoRA for All-in-One Image Restoration AAAI 2026
SNS-Grasp: Semantic-guided Noise Scaling for Grasp Generation AAAI 2026
CoGrad3D: Spatially-Coupled Timestep Optimization with Orthogonal Gradient Fusion for 3D Generation AAAI 2026
S²Flow: Towards Fast and Authentic Training-Free High-Resolution Video Generation AAAI 2026
Self-NPO: Data-Free Diffusion Model Enhancement via Truncated Diffusion Fine-Tuning AAAI 2026
READ: Real-time and Efficient Asynchronous Diffusion for Audio-driven Talking Head Generation AAAI 2026
JoDiffusion: Jointly Diffusing Image with Pixel-Level Annotations for Semantic Segmentation Promotion AAAI 2026
D3-RSMDE: 40× Faster and High-Fidelity Remote Sensing Monocular Depth Estimation AAAI 2026
PipeDiT: Accelerating Diffusion Transformers in Video Generation with Task Pipelining and Model Decoupling AAAI 2026
You Only Need One Stage: Novel-View Synthesis from a Single Blind Face Image AAAI 2026
PointSLAM++: Robust Dense Neural Gaussian Point Cloud-based SLAM AAAI 2026
RPGen: Robust and Differentially Private Synthetic Image Generation AAAI 2026
Towards Privacy-Protected Generalized Gaze Estimation Using Diffusion Models and Domain Stability Adaptation Framework AAAI 2026
ReAlign: Text-to-Motion Generation via Step-Aware Reward-Guided Alignment AAAI 2026
Explainable Synthetic Image Detection Through Diffusion Timestep Ensembling AAAI 2026
OptMark: Robust Multi-bit Diffusion Watermarking via Inference Time Optimization AAAI 2026
Gait Recognition via Collaborating Discriminative and Generative Diffusion Models AAAI 2026
Target-Balanced Score Distillation AAAI 2026
Diff-NAT: Better Naturalistic and Aggressive Adversarial Attacks via Class-Optimized Diffusion for Object Detection AAAI 2026
SODiff：Semantic-Oriented Diffusion Model for JPEG Compression Artifacts Removal AAAI 2026
StreamingTalker: Audio-driven 3D Facial Animation with Autoregressive Diffusion Model AAAI 2026
RatioMorph: Controllable Diffusion Framework for Automotive Viewpoint and Proportion Manipulation in Vehicle Design AAAI 2026