Search Results for author: Jiawei Fu

Found 4 papers, 2 papers with code

Heterogeneous Treatment Effects and Causal Mechanisms

no code implementations2 Apr 2024 Jiawei Fu, Tara Slough

This paper develops a framework to understand when the existence of such heterogeneous treatment effects can support inferences about the activation of a mechanism.

InteractionNet: Joint Planning and Prediction for Autonomous Driving with Transformers

1 code implementation7 Sep 2023 Jiawei Fu, Yanqing Shen, Zhiqiang Jian, Shitao Chen, Jingmin Xin, Nanning Zheng

Planning and prediction are two important modules of autonomous driving and have experienced tremendous advancement recently.

Autonomous Driving CARLA longest6

Complementing Onboard Sensors with Satellite Map: A New Perspective for HD Map Construction

1 code implementation29 Aug 2023 Wenjie Gao, Jiawei Fu, Yanqing Shen, Haodong Jing, Shitao Chen, Nanning Zheng

To enable better integration of satellite maps with existing methods, we propose a hierarchical fusion module, which includes feature-level fusion and BEV-level fusion.

Autonomous Driving Semantic Segmentation

Learning Deep Sensorimotor Policies for Vision-based Autonomous Drone Racing

no code implementations26 Oct 2022 Jiawei Fu, Yunlong Song, Yan Wu, Fisher Yu, Davide Scaramuzza

The resulting policy directly infers control commands with feature representations learned from raw images, forgoing the need for globally-consistent state estimation, trajectory planning, and handcrafted control design.

Contrastive Learning Trajectory Planning

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