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Diffusion Models

4342 directly classified papers

Papers per year

Papers

SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset NIPS 2024
Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild NIPS 2024
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher NIPS 2024
DEFT: Efficient Fine-tuning of Diffusion Models by Learning the Generalised $h$-transform NIPS 2024
Taming Generative Diffusion Prior for Universal Blind Image Restoration NIPS 2024
TFG: Unified Training-Free Guidance for Diffusion Models NIPS 2024
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation NIPS 2024
On conditional diffusion models for PDE simulations NIPS 2024
Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models NIPS 2024
Aligning Diffusion Models by Optimizing Human Utility NIPS 2024
Generative Fractional Diffusion Models NIPS 2024
Geometric Trajectory Diffusion Models NIPS 2024
Constrained Diffusion Models via Dual Training NIPS 2024
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference NIPS 2024
Binarized Diffusion Model for Image Super-Resolution NIPS 2024
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models NIPS 2024
Stylus: Automatic Adapter Selection for Diffusion Models NIPS 2024
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation NIPS 2024
Blind Image Restoration via Fast Diffusion Inversion NIPS 2024
Multistep Distillation of Diffusion Models via Moment Matching NIPS 2024
PuLID: Pure and Lightning ID Customization via Contrastive Alignment NIPS 2024
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model NIPS 2024
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation NIPS 2024
Simple and Fast Distillation of Diffusion Models NIPS 2024
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models. NIPS 2024