Tianren Ma

马天任

Ph.D. Candidate

Learning and Machine Perception Lab (LAMP)
School of Electronic, Electrical and Communication Engineering
University of Chinese Academy of Sciences (UCAS)
Beijing, China, 100083.

博士研究生

机器学习与感知实验室 (LAMP)
电子电气与通信工程学院
中国科学院大学 (UCAS)
中国，北京，100083

Email: matianren18@mails.ucas.ac.cn
Github: https://github.com/martian422

My Biography

I am a Ph.D. candidate of LAMP at UCAS, advised by Prof. Qixiang Ye.

During my undergraduate studies, I contributed to the development of remote sensing algorithm for satellites, and got my B.E. degree in UCAS in 2022. My previous academic works focus on empowering vision-language models to carry out instance-level comprehension.

I'm now exploring multimodal model's capability with unified discrete representations.

个人简介

我是中国科学院大学LAMP实验室的博士研究生，导师是叶齐祥教授。

本科期间，我参与了某卫星的遥感算法开发工作，并于2022年在中国科学院大学获得工学学士学位。我之前的学术研究主要围绕视觉-语言模型的实例级理解能力开展。

目前，我正在对统一离散表征下的多模态模型进行探索。

Major Publications

主要论文

	Tianren Ma, Lingxi Xie, Yunjie Tian, Boyu Yang, Qixiang Ye ClawMachine: Learning to Fetch Visual Tokens for Referential Comprehension ICLR, 2025 [Paper] [Code]
	Yunjie Tian, Tianren Ma, Lingxi Xie, Qixiang Ye ChatterBox: Multimodal Referring and Grounding with Chain-of-Questions AAAI, 2025 [Paper] [Code]
	Jihao Qiu, Yuan Zhang, Xi Tang, Lingxi Xie, Tianren Ma, Pengyu Yan, David Doermann, Qixiang Ye, Yunjie Tian Artemis: Towards Referential Understanding in Complex Videos* NeurIPS, 2024 [Paper] [Code]

* indicates equal contribution.

* 表示作者贡献相同。