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Diffusion Models

4342 directly classified papers

Papers per year

Papers

O-DisCo-Edit: Object Distortion Control for Unified Realistic Video Editing AAAI 2026
LAMIC: Layout-Aware Multi-Image Composition via Scalability of Multimodal Diffusion Transformer AAAI 2026
Steering One-Step Diffusion Model with Fidelity-Rich Decoder for Fast Image Compression AAAI 2026
GuideGen: A Text-Guided Framework for Paired Full-torso Anatomy and CT Volume Generation AAAI 2026
AnchorHOI: Zero-shot Generation of 4D Human-Object Interaction via Anchor-based Prior Distillation AAAI 2026
Bring Your Dreams to Life: Continual Text-to-Video Customization AAAI 2026
DEIG: Detail-Enhanced Instance Generation with Fine-Grained Semantic Control AAAI 2026
MDiff4STR: Mask Diffusion Model for Scene Text Recognition AAAI 2026
Test-Time Preference Optimization for Image Restoration AAAI 2026
GenPTW: Latent Image Watermarking for Provenance Tracing and Tamper Localization AAAI 2026
OrgaCast: A Trustworthy Spatiotemporal Diffusion Model for Fluorescence Organoid Forecasting AAAI 2026
SynWeather: Weather Observation Data Synthesis Across Multiple Regions and Variables via a General Diffusion Transformer AAAI 2026
GeoGen: A Two-stage Coarse-to-Fine Framework for Fine-grained Synthetic Location-based Social Network Trajectory Generation AAAI 2026
CrystalDiT: Simple Diffusion Transformers for Crystal Generation AAAI 2026
Towards Provably Secure and Highly Robust Generative Image Steganography Leveraging Latent Diffusion Model AAAI 2026
Apo2Mol: 3D Molecule Generation via Dynamic Pocket-Aware Diffusion Models AAAI 2026
Plot’n Polish: Zero-Shot Story Visualization and Disentangled Editing with Text-to-Image Diffusion Models AAAI 2026
MAUGen: A Unified Diffusion Approach for Multi-Identity Facial Expression and AU Label Generation AAAI 2026
SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing AAAI 2026
SCORE: Semantic Collage by Optimizing Rendered Elements AAAI 2026
IntentMotion: Learning Intent-Aware Human Motion from Language in 3D Scenes AAAI 2026
Melodia: Training-Free Music Editing Guided by Attention Probing in Diffusion Models AAAI 2026
DogFit: Domain-guided Fine-tuning for Efficient Transfer Learning of Diffusion Models AAAI 2026
FastFLUX: Pruning FLUX with Block-wise Replacement and Sandwich Training AAAI 2026
RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers AAAI 2026