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Jie Jia

3 accepted papers

2026

Learning a Unified Risk Map for Autonomous Driving in Partially Observable Environments

RA-L 2026

Occlusion-aware prediction remains a critical challenge in autonomous driving due to the inherent uncertainty of unobserved regions. Existing approaches either overestimate risk based on reachable states or struggle to predict accurate trajectories under high occlusion uncertainty. To address these

Cited by 0SourceScholar
2024

O2V-Mapping: Online Open-Vocabulary Mapping with Neural Implicit Representation

ECCV 2024poster

"Online construction of open-ended language scenes is crucial for robotic applications, where open-vocabulary interactive scene understanding is required. Recently, neural implicit representation has provided a promising direction for online interactive mapping. However, implementing open-vocabulary…

2022

VSEGAN: Visual Speech Enhancement Generative Adversarial Network

ICASSP 2022accepted

Speech enhancement is an essential task of improving speech quality in noise scenario. Several state-of-the-art approaches have introduced visual information for speech enhancement, since the visual aspect of speech is essentially unaffected by acoustic environment. This paper proposes a novel frame…

Cited by 0SourceScholar