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Diffusion Models

4342 directly classified papers

Papers per year

Papers

SalDiff-DTM: A Novel Dual-Temporal Modulated Diffusion Model for Omnidirectional Images Scanpath Prediction AAAI 2026
Targeted Data Protection for Diffusion Model by Matching Training Trajectory AAAI 2026
Towards Spatially Consistent Image Generation: On Incorporating Intrinsic Scene Properties into Diffusion Models 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
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
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
EarthCrafter: Scalable 3D Earth Generation via Dual-Sparse Latent Diffusion AAAI 2026
Orthogonal Spatial-temporal Distributional Transfer for 4D Generation AAAI 2026
EasyText: Controllable Diffusion Transformer for Multilingual Text Rendering AAAI 2026
HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models AAAI 2026
FilmWeaver: Weaving Consistent Multi-Shot Videos with Cache-Guided Autoregressive Diffusion AAAI 2026
CorrectAD: A Self-Correcting Agentic System to Improve End-to-end Planning in Autonomous Driving AAAI 2026
TweezeEdit: Consistent and Efficient Image Editing with Path Regularization AAAI 2026
Enhanced Privacy Leakage from Noise-Perturbed Gradients via Gradient-Guided Conditional 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
Infinite-Story: A Training-Free Consistent Text-to-Image Generation AAAI 2026
TARA: Token-Aware LoRA for Composable Personalization in Diffusion Models AAAI 2026
WeatherEdit: Controllable Weather Editing with 4D Gaussian Field AAAI 2026
Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion AAAI 2026
TarPro: Targeted Protection Against Malicious Image Editing AAAI 2026
Difficulty-Aware Learning Curve Extrapolation AAAI 2026