📖 This is a repository for organizing papers, codes, and other resources related to personalized video generation and editing.

[ICCV2025] VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation

[ICCV 2025] VisualCloze: A universal image generation framework that can support a wide range of in-domain tasks and generalize to unseen ones. (🔥 🔥 🔥 Merged into offical pipelines of diffusers.)

Lets make video diffusion practical!

Code for: "Long-Context Autoregressive Video Modeling with Next-Frame Prediction"

This is the official implementation of our Señorita-2M [Weights and Dataset] : A High-Quality Instruction-based Dataset for General Video Editing by Video Specialists

[CVPR 2025] Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models

A collection of papers related to data compression

MovieAgent: Automated Movie Generation via Multi-Agent CoT Planning

Official code of "Edit Transfer: Learning Image Editing via Vision In-Context Relations"

A curated list of recent robot learning papers incorporating diffusion models for robotics tasks.

📖 This is a repository for organizing papers, codes and other resources related to unified multimodal models.

[Survey] Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey

Code for [CVPR 2025] ROICtrl: Boosting Instance Control for Visual Generation

An open source community implementation of the model from the paper: "Movie Gen: A Cast of Media Foundation Models". Join our community to help implement this model!

A curated list of resources for using LLMs to develop more competitive grant applications.

Writing AI Conference Papers: A Handbook for Beginners

[ICLR 2025] Repository for Show-o series, One Single Transformer to Unify Multimodal Understanding and Generation.

[TMLR 2025] Latte: Latent Diffusion Transformer for Video Generation.

MiniSora: A community aims to explore the implementation path and future development direction of Sora.

Official PyTorch Implementation of "SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers"

[ICCV 2023] Official PyTorch implementation for the paper "FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model"

one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment

[MIR-2023-Survey] A continuously updated paper list for multi-modal pre-trained big models

InstantID: Zero-shot Identity-Preserving Generation in Seconds 🔥

Recent LLM-based CV and related works. Welcome to comment/contribute!

Official JAX implementation of MAGVIT: Masked Generative Video Transformer

Code and models for ICML 2024 paper, NExT-GPT: Any-to-Any Multimodal Large Language Model

[ECCV 2024 Oral] MotionDirector: Motion Customization of Text-to-Video Diffusion Models.