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Diffusion Models

4342 directly classified papers

Papers per year

Papers

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

Multi-Level Blur-Aware Stable Diffusion for Region-Adaptive Defocus Deblurring AAAI 2026

ManipDreamer3D: Synthesizing Plausible Robotic Manipulation Video with Occupancy-aware 3D Trajectory AAAI 2026

Diffusion-Based Contextual Reconstruction for Point Cloud Segmentation with Limited Annotations AAAI 2026

DriveFlow: Rectified Flow Adaptation for Robust 3D Object Detection in Autonomous Driving AAAI 2026

RCP-LO: A Relative Coordinate Prediction Framework for Generalizable Deep LiDAR Odometry AAAI 2026

FreeInpaint: Tuning-free Prompt Alignment and Visual Rationality Enhancement in Image Inpainting AAAI 2026

From Discriminative to Generative: A Diffusion-Based Paradigm for Multi-Agent Collaborative Perception AAAI 2026

SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation AAAI 2026

Realistic Face Reconstruction from Facial Embeddings via Diffusion Models AAAI 2026

Margin-Aware Preference Optimization for Aligning Diffusion Models Without Reference AAAI 2026

NODiff: Neural Operator Diffusion for Multispectral Image Fusion AAAI 2026

Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings AAAI 2026

Dereflection Any Image with Diffusion Priors and Diversified Data AAAI 2026

UltraGen: High-Resolution Video Generation with Hierarchical Attention AAAI 2026

An Adaptive Sampling Framework for Diffusion-based Dataset Distillation with High Fidelity and Diversity AAAI 2026

FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus AAAI 2026

AbductiveMLLM: Boosting Visual Abductive Reasoning Within MLLMs AAAI 2026

Sortblock: Similarity-Aware Feature Reuse for Diffusion Model AAAI 2026

Fast Multi-view Consistent 3D Editing with Video Priors AAAI 2026

LiDAR-GS++: Improving LiDAR Gaussian Reconstruction via Diffusion Priors AAAI 2026

Unsupervised Multi-View Visual Anomaly Detection via Progressive Homography-Guided Alignment AAAI 2026

HybriDLA: Hybrid Generation for Document Layout Analysis AAAI 2026