Reliable, minimal and scalable library for evaluating and conducting world model research

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

Official code base for LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels

Simplest and Cleanest DreamerV3 implementation out there

Distributed Reinforcement Learning accelerated by Lightning Fabric

Code for "TD-MPC2: Scalable, Robust World Models for Continuous Control"

Collect some World Models for Autonomous Driving (and Robotic, etc.) papers.

A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving, including papers, codes, and related webs…

LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)

[ICLR 2026] DrivingGen: A Comprehensive Benchmark for Generative Video World Models in Autonomous Driving

[AAAI 2025] DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

[ECCV 2024] DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving

[ACM CSUR 2025] Understanding World or Predicting Future? A Comprehensive Survey of World Models

Open-Sora: Democratizing Efficient Video Production for All

Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual information for complex reasoning, planning, and generation.

The official GitHub repo for the survey paper "A Survey on Diffusion Language Models".

A latent text-to-image diffusion model

[NeurIPS 2025 D&B] BackdoorDM: A Comprehensive Benchmark for Backdoor Learning in Diffusion Model

[CVPR2025] Exploring CLIP’s Dense Knowledge for Weakly Supervised Semantic Segmentation

[CVPR 2023] CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation

⏰ Agenticly track worldwide conference deadlines (Website, Python Cli, Wechat Applet)

Official Implementation of Rectified Flow (ICLR2023 Spotlight)

⚡ InstaFlow! One-Step Stable Diffusion with Rectified Flow (ICLR 2024)

Multimodal Referring Segmentation

Recent weakly supervised semantic segmentation paper

FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion