Get started with native image generation and editing using Gemini 2.0 and Next.js

Multimodal Models in Real World

Standing on the Giants: Informative Messenger Prompts with Self-adapter for Image Restoration

Official repository of "GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing"

Official repository of ’Visual-RFT: Visual Reinforcement Fine-Tuning’

Official implementation of Unified Reward Model for Multimodal Understanding and Generation.

[CVPR 2025] Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key

[CVPR 2025] Magma: A Foundation Model for Multimodal AI Agents

VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation

The Next Step Forward in Multimodal LLM Alignment

OmniGen: Unified Image Generation. https://arxiv.org/pdf/2409.11340

The official code of "Weak-to-Strong Diffusion with Reflection".

Investigating CoT Reasoning in Autoregressive Image Generation

[AAAI‘ 2025 ] "AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement".

Evaluating text-to-image/video/3D models with VQAScore

Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization

[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

The code of our work "Golden Noise for Diffusion Models: A Learning Framework".

[ICLR 2025] Autoregressive Video Generation without Vector Quantization

Infinity ∞ : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis

CAR: Controllable AutoRegressive Modeling for Visual Generation

Illumination Drawing Tools for Text-to-Image Diffusion Models

SEED-Voken: A Series of Powerful Visual Tokenizers

Liquid: Language Models are Scalable and Unified Multi-modal Generators

[NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".

[ NeurIPS 2024 D&B Track ] Implementation for "FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models"

The code and models for the paper: Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis

HART: Efficient Visual Generation with Hybrid Autoregressive Transformer

Official Repo for Paper "AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea"