← Models
Deep Learning › Models ›

Diffusion Models

4342 directly classified papers

Papers per year

Papers

Semi-supervised Latent Disentangled Diffusion Model for Textile Pattern Generation AAAI 2026
Laytrol: Preserving Pretrained Knowledge in Layout Control for Multimodal Diffusion Transformers AAAI 2026
Continuous Degradation Modeling via Latent Flow Matching for Real-World Super-Resolution AAAI 2026
Towards Spatially Consistent Image Generation: On Incorporating Intrinsic Scene Properties into Diffusion Models AAAI 2026
Structure-based RNA Design by Step-wise Optimization of Latent Diffusion Model AAAI 2026
MultiMotion: Multi Subject Video Motion Transfer via Video Diffusion Transformer AAAI 2026
EarthCrafter: Scalable 3D Earth Generation via Dual-Sparse Latent Diffusion AAAI 2026
Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation AAAI 2026
Copyright Infringement Detection in Text-to-Image Diffusion Models via Differential Privacy AAAI 2026
Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution AAAI 2026
Self-Supervised One-Step Diffusion Refinement for Snapshot Compressive Imaging AAAI 2026
WDT-MD: Wavelet Diffusion Transformers for Microaneurysm Detection in Fundus Images AAAI 2026
GrounDiff: Diffusion-Based Ground Surface Generation from Digital Surface Models WACV 2026
PSDiffusion: Harmonized Multi-Layer Image Generation via Layout and Appearance Alignment WACV 2026
VLMDiff: Leveraging Vision-Language Models for Multi-Class Anomaly Detection with Diffusion WACV 2026
Zero-Shot Video Deraining with Video Diffusion Models WACV 2026
ReBrain: Brain MRI Reconstruction from Sparse CT Slice via Retrieval-Augmented Diffusion WACV 2026
Mobile-Oriented Video Diffusion: Enabling Text-to-Video Generation on Mobile Devices Without Retraining, Compression, or Pruning WACV 2026
M-ErasureBench: A Comprehensive Multimodal Evaluation Benchmark for Concept Erasure in Diffusion Models WACV 2026
No MoCap Needed: Post-Training Motion Diffusion Models with Reinforcement Learning using Only Textual Prompts WACV 2026
Venom: Liquid Diffusion-Guided Gradient Inversion for Breaking Differential Privacy in Federated Learning AAAI 2026
Enhanced Privacy Leakage from Noise-Perturbed Gradients via Gradient-Guided Conditional Diffusion Models AAAI 2026
A Multi-Agent Diffusion Approach for MRI Anomaly Segmentation via Modality-Specific LoRA Specialization WACV 2026
Learning More from Less: Resource-Constrained Generative AI for Classification, Generation, and Personalization AAAI 2026
SphereEdit: Spherical Semantic Editing in Diffusion Models WACV 2026