Search Results for author: Mingwei Sun

Found 9 papers, 5 papers with code

GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks

1 code implementation11 Feb 2024 Mengmei Zhang, Mingwei Sun, Peng Wang, Shen Fan, Yanhu Mo, Xiaoxiao Xu, Hong Liu, Cheng Yang, Chuan Shi

Large language models (LLMs) like ChatGPT, exhibit powerful zero-shot and instruction-following capabilities, have catalyzed a revolutionary transformation across diverse fields, especially for open-ended tasks.

Graph Question Answering Instruction Following +4

Box2Poly: Memory-Efficient Polygon Prediction of Arbitrarily Shaped and Rotated Text

no code implementations20 Sep 2023 Xuyang Chen, Dong Wang, Konrad Schindler, Mingwei Sun, Yongliang Wang, Nicolo Savioli, Liqiu Meng

Recently, Transformer-based text detection techniques have sought to predict polygons by encoding the coordinates of individual boundary vertices using distinct query features.

regression Text Detection

Primitive Graph Learning for Unified Vector Mapping

no code implementations28 Jun 2022 Lei Wang, Min Dai, Jianan He, Jingwei Huang, Mingwei Sun

Then, we convert vector shape prediction, regularization, and topology reconstruction into a unique primitive graph learning problem.

Graph Learning

MVLayoutNet:3D layout reconstruction with multi-view panoramas

no code implementations12 Dec 2021 Zhihua Hu, Bo Duan, Yanfeng Zhang, Mingwei Sun, Jingwei Huang

We jointly train a layout module to produce an initial layout and a novel MVS module to obtain accurate layout geometry.

3D Reconstruction

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