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Diffusion Models

4342 directly classified papers

Papers per year

Papers

LSAP-PV: High-Fidelity Palm Vein Image Synthesis via Layered Spectral Absorption Projection-Guided Diffusion Model AAAI 2026
TR-DQ: Time-Rotation Diffusion Quantization AAAI 2026
TarPro: Targeted Protection Against Malicious Image Editing AAAI 2026
SGMHand: Structure-Guided Modulation for Structure-Aware Hand Inpainting AAAI 2026
T-LoRA: Single Image Diffusion Model Customization Without Overfitting AAAI 2026
Insert Anything: Image Insertion via In-Context Editing in DiT AAAI 2026
UniAlignment: Semantic Alignment for Unified Image Generation, Understanding, Manipulation and Perception AAAI 2026
Object Fusion via Diffusion Time-step for Customized Image Editing with Single Example AAAI 2026
DiffNR: Diffusion-Enhanced Neural Representation Optimization for Sparse-View 3D Tomographic Reconstruction AAAI 2026
SwiftVideo: A Unified Framework for Few-Step Video Generation Through Trajectory-Distribution Alignment AAAI 2026
EmbryoDiff: A Conditional Diffusion Framework with Multi-Focal Feature Fusion for Fine-Grained Embryo Developmental Stage Recognition AAAI 2026
Learning Underwater Image Enhancement Iteratively Without Reference Images AAAI 2026
SNS-Grasp: Semantic-guided Noise Scaling for Grasp Generation AAAI 2026
CADiff: Context-Aware Diffusion for Controllable Anomaly Generation in Anomaly Detection AAAI 2026
Mass Concept Erasure in Diffusion Models with Concept Hierarchy 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
3One2: One-Step Regression plus One-Step Diffusion for One-Hot Modulation in Dual-Path Video Snapshot Compressive Imaging 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
Temporal-Consistent Video Restoration with Pre-trained Diffusion Models AAAI 2026
Rethinking Target Label Conditioning in Adversarial Attacks: A 2D Tensor-Guided Generative Approach AAAI 2026
PosterVerse: A Full-Workflow Framework for Commercial-Grade Poster Generation with HTML-Based Scalable Typography AAAI 2026
Orthogonal Spatial-temporal Distributional Transfer for 4D Generation AAAI 2026
EasyText: Controllable Diffusion Transformer for Multilingual Text Rendering AAAI 2026