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Collections including paper arxiv:2405.01536

Diffusion Models + Means of Improving Quality + Style

Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models

Paper • 2411.07126 • Published Nov 11, 2024 • 29
Style-Friendly SNR Sampler for Style-Driven Generation

Paper • 2411.14793 • Published Nov 22, 2024 • 36
Image Regeneration: Evaluating Text-to-Image Model via Generating Identical Image with Multimodal Large Language Models

Paper • 2411.09449 • Published Nov 14, 2024
OminiControl: Minimal and Universal Control for Diffusion Transformer

Paper • 2411.15098 • Published Nov 22, 2024 • 55

Tree-Planner: Efficient Close-loop Task Planning with Large Language Models

Paper • 2310.08582 • Published Oct 12, 2023 • 2
You Only Look at Screens: Multimodal Chain-of-Action Agents

Paper • 2309.11436 • Published Sep 20, 2023 • 1
Customizing Text-to-Image Models with a Single Image Pair

Paper • 2405.01536 • Published May 2, 2024 • 22
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Paper • 2310.13227 • Published Oct 20, 2023 • 13

Customizing Text-to-Image Models with a Single Image Pair

Paper • 2405.01536 • Published May 2, 2024 • 22
Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models

Paper • 2404.03913 • Published Apr 5, 2024
LCM-Lookahead for Encoder-based Text-to-Image Personalization

Paper • 2404.03620 • Published Apr 4, 2024 • 1
Customizing Text-to-Image Diffusion with Camera Viewpoint Control

Paper • 2404.12333 • Published Apr 18, 2024 • 1

Stylus: Automatic Adapter Selection for Diffusion Models

Paper • 2404.18928 • Published Apr 29, 2024 • 15
Customizing Text-to-Image Models with a Single Image Pair

Paper • 2405.01536 • Published May 2, 2024 • 22

LiPO: Listwise Preference Optimization through Learning-to-Rank

Paper • 2402.01878 • Published Feb 2, 2024 • 20
Customizing Text-to-Image Models with a Single Image Pair

Paper • 2405.01536 • Published May 2, 2024 • 22

RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization

Paper • 2403.00483 • Published Mar 1, 2024 • 14
OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on

Paper • 2403.01779 • Published Mar 4, 2024 • 29
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers

Paper • 2401.11605 • Published Jan 21, 2024 • 22
FiT: Flexible Vision Transformer for Diffusion Model

Paper • 2402.12376 • Published Feb 19, 2024 • 48

Training-Free Consistent Text-to-Image Generation

Paper • 2402.03286 • Published Feb 5, 2024 • 67
ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation

Paper • 2402.04324 • Published Feb 6, 2024 • 24
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 19
FiT: Flexible Vision Transformer for Diffusion Model

Paper • 2402.12376 • Published Feb 19, 2024 • 48

Diffusion model

Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models

Paper • 2312.10835 • Published Dec 17, 2023 • 7
LIME: Localized Image Editing via Attention Regularization in Diffusion Models

Paper • 2312.09256 • Published Dec 14, 2023 • 12
PromptBench: A Unified Library for Evaluation of Large Language Models

Paper • 2312.07910 • Published Dec 13, 2023 • 19
Prompt Expansion for Adaptive Text-to-Image Generation

Paper • 2312.16720 • Published Dec 27, 2023 • 6

generation-diffusion

High-Quality Image Restoration Following Human Instructions

Paper • 2401.16468 • Published Jan 29, 2024 • 13
Object-Driven One-Shot Fine-tuning of Text-to-Image Diffusion with Prototypical Embedding

Paper • 2401.15708 • Published Jan 28, 2024 • 12
Taiyi-Diffusion-XL: Advancing Bilingual Text-to-Image Generation with Large Vision-Language Model Support

Paper • 2401.14688 • Published Jan 26, 2024 • 13
TIP-Editor: An Accurate 3D Editor Following Both Text-Prompts And Image-Prompts

Paper • 2401.14828 • Published Jan 26, 2024 • 9

Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis

Paper • 2401.09048 • Published Jan 17, 2024 • 10
Improving fine-grained understanding in image-text pre-training

Paper • 2401.09865 • Published Jan 18, 2024 • 17
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Paper • 2401.10891 • Published Jan 19, 2024 • 60
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 74

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