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Rong Ma

4 accepted papers

2025

Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting

EMNLP 2025

Event forecasting requires modeling historical event data to predict future events, and achieving accurate predictions depends on effectively capturing the relevant historical information that aids forecasting. Most existing methods focus on entities and structural dependencies to capture historical

2024

Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs

NeurIPS 2024poster

Deep supervised models possess significant capability to assimilate extensive training data, thereby presenting an opportunity to enhance model performance through training on multiple datasets. However, conflicts arising from different label spaces among datasets may adversely affect model performa…

2022

CFP-SLAM: A Real-time Visual SLAM Based on Coarse-to-Fine Probability in Dynamic Environments

IROS 2022poster

The dynamic factors in the environment will lead to the decline of camera localization accuracy due to the violation of the static environment assumption of SLAM algorithm. Recently, some related works generally use the combination of semantic constraints and geometric constraints to deal with dynam…

Cited by 46SourceScholar
2022

Object-Aware SLAM Based on Efficient Quadric Initialization and Joint Data Association

RA-L 2022

Semantic simultaneous localization and mapping (SLAM) is a popular technology enabling indoor mobile robots to sufficiently perceive and interact with the environment. In this paper, we propose an object-aware semantic SLAM system, which consists of a quadric initialization method, an object-level d

Cited by 19SourceScholar