Cover Image

Dreamland: Controllable World Creation with Simulator and Generative Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mo, Sicheng, Leng, Ziyang, Liu, Leon, Wang, Weizhen, He, Honglin, Zhou, Bolei
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SimGen: Simulator-conditioned Driving Scene Generation
by: Zhou, Yunsong, et al.
Published: (2024)

BEVCon: Advancing Bird's Eye View Perception with Contrastive Learning
by: Leng, Ziyang, et al.
Published: (2025)

Occupancy Learning with Spatiotemporal Memory
by: Leng, Ziyang, et al.
Published: (2025)

Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance
by: Lin, Kuan Heng, et al.
Published: (2024)

From Seeing to Experiencing: Scaling Navigation Foundation Models with Reinforcement Learning
by: He, Honglin, et al.
Published: (2025)

Embodied Scene Understanding for Vision Language Models via MetaVQA
by: Wang, Weizhen, et al.
Published: (2025)

UrbanVerse: Scaling Urban Simulation by Watching City-Tour Videos
by: Liu, Mingxuan, et al.
Published: (2025)

A Simple Framework Towards Vision-based Traffic Signal Control with Microscopic Simulation
by: He, Pan, et al.
Published: (2024)

Vid2Sim: Realistic and Interactive Simulation from Video for Urban Navigation
by: Xie, Ziyang, et al.
Published: (2025)

Learning Sidewalk Autopilot from Multi-Scale Imitation with Corrective Behavior Expansion
by: He, Honglin, et al.
Published: (2026)

MetaUrban: An Embodied AI Simulation Platform for Urban Micromobility
by: Wu, Wayne, et al.
Published: (2024)

Towards Autonomous Micromobility through Scalable Urban Simulation
by: Wu, Wayne, et al.
Published: (2025)

SceneStreamer: Continuous Scenario Generation as Next Token Group Prediction
by: Peng, Zhenghao, et al.
Published: (2025)

LiveWorld: Simulating Out-of-Sight Dynamics in Generative Video World Models
by: Duan, Zicheng, et al.
Published: (2026)

Group Diffusion: Enhancing Image Generation by Unlocking Cross-Sample Collaboration
by: Mo, Sicheng, et al.
Published: (2025)

Understanding Real-World Traffic Safety through RoadSafe365 Benchmark
by: Liu, Xinyu, et al.
Published: (2026)

Street-View Image Generation from a Bird's-Eye View Layout
by: Swerdlow, Alexander, et al.
Published: (2023)

Learning to Generate Diverse Pedestrian Movements from Web Videos with Noisy Labels
by: Liu, Zhizheng, et al.
Published: (2024)

WorldSimBench: Towards Video Generation Models as World Simulators
by: Qin, Yiran, et al.
Published: (2024)

WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation
by: Wang, Jing, et al.
Published: (2025)

X-Fusion: Introducing New Modality to Frozen Large Language Models
by: Mo, Sicheng, et al.
Published: (2025)

Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning
by: Yang, Yijun, et al.
Published: (2025)

SnAG: Scalable and Accurate Video Grounding
by: Mu, Fangzhou, et al.
Published: (2024)

HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds
by: HY-World, Team, et al.
Published: (2026)

OptiWorld: Optimal Control for Video World Generation under Physical Constraints
by: Yuan, Yu, et al.
Published: (2026)

Joint Optimization for 4D Human-Scene Reconstruction in the Wild
by: Liu, Zhizheng, et al.
Published: (2025)

Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond
by: Zhu, Zheng, et al.
Published: (2024)

Physical Object Understanding with a Physically Controllable World Model
by: Venkatesh, Rahul, et al.
Published: (2026)

Pre-Trained Video Generative Models as World Simulators
by: He, Haoran, et al.
Published: (2025)

Extended Short- and Long-Range Mesh Learning for Fast and Generalized Garment Simulation
by: Liu, Aoran, et al.
Published: (2025)

SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing
by: Zhang, Tong, et al.
Published: (2026)

DeepVerse: 4D Autoregressive Video Generation as a World Model
by: Chen, Junyi, et al.
Published: (2025)

DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
by: Tang, Jiaxiang, et al.
Published: (2023)

LidarDM: Generative LiDAR Simulation in a Generated World
by: Zyrianov, Vlas, et al.
Published: (2024)

Dynamic Worlds, Dynamic Humans: Generating Virtual Human-Scene Interaction Motion in Dynamic Scenes
by: Wang, Yin, et al.
Published: (2026)

EyeWorld: A Generative World Model of Ocular State and Dynamics
by: Gao, Ziyu, et al.
Published: (2026)

HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
by: Cheng, Bo, et al.
Published: (2024)

LIVE: Long-horizon Interactive Video World Modeling
by: Huang, Junchao, et al.
Published: (2026)

Preference Score Distillation: Leveraging 2D Rewards to Align Text-to-3D Generation with Human Preference
by: Leng, Jiaqi, et al.
Published: (2026)

Qwen-Image-Bench: From Generation to Creation in Text-to-Image Evaluation
by: Li, Niantong, et al.
Published: (2026)