Search Results for author: Zihan Ma

Found 5 papers, 4 papers with code

TWIN-GPT: Digital Twins for Clinical Trials via Large Language Model

no code implementations1 Apr 2024 Yue Wang, Yingzhou Lu, Yinlong Xu, Zihan Ma, Hongxia Xu, Bang Du, Honghao Gao, Jian Wu

Existing research often focuses on leveraging electronic health records (EHRs) to support clinical trial outcome prediction.

Clinical Knowledge Language Modelling +1

HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding

1 code implementation23 Feb 2024 Huijie Tang, Federico Berto, Zihan Ma, Chuanbo Hua, Kyuree Ahn, Jinkyoo Park

With a simple training scheme and implementation, HiMAP demonstrates competitive results in terms of success rate and scalability in the field of imitation-learning-only MAPF, showing the potential of imitation-learning-only MAPF equipped with inference techniques.

Imitation Learning Reinforcement Learning (RL)

Unsupervised semantic segmentation of high-resolution UAV imagery for road scene parsing

1 code implementation5 Feb 2024 Zihan Ma, Yongshang Li, Ronggui Ma, Chen Liang

In this paper, an unsupervised road parsing framework that leverages recent advances in vision language models and fundamental computer vision model is introduced. Initially, a vision language model is employed to efficiently process ultra-large resolution UAV images to quickly detect road regions of interest in the images.

Language Modelling Representation Learning +2

Physics-informed Deep Super-resolution for Spatiotemporal Data

1 code implementation2 Aug 2022 Pu Ren, Chengping Rao, Yang Liu, Zihan Ma, Qi Wang, Jian-Xun Wang, Hao Sun

High-fidelity simulation of complex physical systems is exorbitantly expensive and inaccessible across spatiotemporal scales.

Super-Resolution

Cannot find the paper you are looking for? You can Submit a new open access paper.