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Is sora a world simulator? a comprehensive survey on general world models and beyond
General world models represent a crucial pathway toward achieving Artificial General
Intelligence (AGI), serving as the cornerstone for various applications ranging from virtual …
Intelligence (AGI), serving as the cornerstone for various applications ranging from virtual …
Grid-centric traffic scenario perception for autonomous driving: A comprehensive review
The grid-centric perception is a crucial field for mobile robot perception and navigation.
Nonetheless, the grid-centric perception is less prevalent than object-centric perception as …
Nonetheless, the grid-centric perception is less prevalent than object-centric perception as …
Vista: A generalizable driving world model with high fidelity and versatile controllability
World models can foresee the outcomes of different actions, which is of paramount
importance for autonomous driving. Nevertheless, existing driving world models still have …
importance for autonomous driving. Nevertheless, existing driving world models still have …
Bench2drive: Towards multi-ability benchmarking of closed-loop end-to-end autonomous driving
In an era marked by the rapid scaling of foundation models, autonomous driving
technologies are approaching a transformative threshold where end-to-end autonomous …
technologies are approaching a transformative threshold where end-to-end autonomous …
Llm4drive: A survey of large language models for autonomous driving
Autonomous driving technology, a catalyst for revolutionizing transportation and urban
mobility, has the tend to transition from rule-based systems to data-driven strategies …
mobility, has the tend to transition from rule-based systems to data-driven strategies …
World models for autonomous driving: An initial survey
In the rapidly evolving landscape of autonomous driving, the capability to accurately predict
future events and assess their implications is paramount for both safety and efficiency …
future events and assess their implications is paramount for both safety and efficiency …
ActiveAD: Planning-oriented active learning for end-to-end autonomous driving
End-to-end differentiable learning for autonomous driving (AD) has recently become a
prominent paradigm. One main bottleneck lies in its voracious appetite for high-quality …
prominent paradigm. One main bottleneck lies in its voracious appetite for high-quality …
Drivingdojo dataset: Advancing interactive and knowledge-enriched driving world model
Driving world models have gained increasing attention due to their ability to model complex
physical dynamics. However, their superb modeling capability is yet to be fully unleashed …
physical dynamics. However, their superb modeling capability is yet to be fully unleashed …
Exploring the interplay between video generation and world models in autonomous driving: A survey
World models and video generation are pivotal technologies in the domain of autonomous
driving, each playing a critical role in enhancing the robustness and reliability of …
driving, each playing a critical role in enhancing the robustness and reliability of …
End-to-End Autonomous Driving in CARLA: A Survey
Autonomous Driving (AD) has evolved significantly since its beginnings in the 1980s, with
continuous advancements driven by both industry and academia. Traditional AD systems …
continuous advancements driven by both industry and academia. Traditional AD systems …