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LayerDiffuse

Transparent Image Layer Diffusion using Latent Transparency

x-flux

SimPO

SimPO: Simple Preference Optimization with a Reference-Free Reward

DiffusionDPO

Code for "Diffusion Model Alignment Using Direct Preference Optimization"

PixArt-alpha

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

LaVi-Bridge

[ECCV 2024] Bridging Different Language Models and Generative Vision Models for Text-to-Image Generation

EqBen

[ICCV'23 Oral] The introduction and toolkit for EqBen Benchmark

Structure-CLIP

[Paper][AAAI2024]Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-modal Structured Representations

ELLA

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

style-aligned

Official code for "Style Aligned Image Generation via Shared Attention"

SyncDreamer

[ICLR 2024 Spotlight] SyncDreamer: Generating Multiview-consistent Images from a Single-view Image

sdxl_prompt_test

Testing prompts with SDXL

RPG-DiffusionMaster

[ICML 2024] Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (PRG)

Caption-Anything

Caption-Anything is a versatile tool combining image segmentation, visual captioning, and ChatGPT, generating tailored captions with diverse controls for user preferences. https://huggingface.co/spaces/TencentARC/Caption-Anything https://huggingface.co/spaces/VIPLab/Caption-Anything

SceneGraphGenZeroShotWithGSAM

Scene Graph Generate Zero Shot

torch-LLM4SGG

Official PyTorch implementation Source code for LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation, accepted at CVPR 2024

docker-prompt-generator

Using a Model to generate prompts for Model applications. / 使用模型来生成作图咒语的偷懒工具，支持 MidJourney、Stable Diffusion 等。

docker-stable-diffusion-xl-turbo

Stable Diffusion XL Turbo 实时文生图、图生图

instruct-pix2pix

MVDream

Multi-view Diffusion for 3D Generation

Monkey

【CVPR 2024 Highlight】Monkey (LMM): Image Resolution and Text Label Are Important Things for Large Multi-modal Models

llmblueprint

[ICLR 2024] Official code for the paper "LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts"

T2I-Adapter

T2I-Adapter

GraphDreamer

[CVPR'24] GraphDreamer: a novel framework of generating compositional 3D scenes from scene graphs.

PIA

[CVPR 2024] PIA, your Personalized Image Animator. Animate your images by text prompt, combing with Dreambooth, achieving stunning videos. PIA，你的个性化图像动画生成器，利用文本提示将图像变为奇妙的动画

Mega

Code for ACM MM 2021 Paper "Multimodal Relation Extraction with Efficient Graph Alignment".

VISTA

VISTA: VIsual-Textual Knowledge Graph Representation Learning (Findings of EMNLP 2023)

MNRE

Resource and Code for ICME 2021 paper "MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social Media Posts"

DSG

Davidsonian Scene Graph (DSG) for Text-to-Image Evaluation (ICLR 2024)

math