Search Results for author: Shunli Ren

Found 4 papers, 2 papers with code

Interruption-Aware Cooperative Perception for V2X Communication-Aided Autonomous Driving

no code implementations24 Apr 2023 Shunli Ren, Zixing Lei, Zi Wang, Mehrdad Dianati, Yafei Wang, Siheng Chen, Wenjun Zhang

To achieve comprehensive recovery, we design a communication-adaptive multi-scale spatial-temporal prediction model to extract multi-scale spatial-temporal features based on V2X communication conditions and capture the most significant information for the prediction of the missing information.

Autonomous Driving Knowledge Distillation

Collaborative Perception for Autonomous Driving: Current Status and Future Trend

no code implementations22 Aug 2022 Shunli Ren, Siheng Chen, Wenjun Zhang

Perception is one of the crucial module of the autonomous driving system, which has made great progress recently.

Autonomous Driving

Latency-Aware Collaborative Perception

1 code implementation18 Jul 2022 Zixing Lei, Shunli Ren, Yue Hu, Wenjun Zhang, Siheng Chen

Collaborative perception has recently shown great potential to improve perception capabilities over single-agent perception.

Autonomous Driving

Learning Distilled Collaboration Graph for Multi-Agent Perception

2 code implementations NeurIPS 2021 Yiming Li, Shunli Ren, Pengxiang Wu, Siheng Chen, Chen Feng, Wenjun Zhang

Our approach is validated on V2X-Sim 1. 0, a large-scale multi-agent perception dataset that we synthesized using CARLA and SUMO co-simulation.

3D Object Detection Knowledge Distillation +1

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