Search Results for author: Yueen Ma

Found 7 papers, 3 papers with code

Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks

no code implementations CSRR (ACL) 2022 Yue Wan, Yueen Ma, Haoxuan You, Zhecan Wang, Shih-Fu Chang

Large-scale visual-linguistic pre-training aims to capture the generic representations from multimodal features, which are essential for downstream vision-language tasks.

Diversity Informativeness +2

3D-MoE: A Mixture-of-Experts Multi-modal LLM for 3D Vision and Pose Diffusion via Rectified Flow

no code implementations28 Jan 2025 Yueen Ma, Yuzheng Zhuang, Jianye Hao, Irwin King

3D vision and spatial reasoning have long been recognized as preferable for accurately perceiving our three-dimensional world, especially when compared with traditional visual reasoning based on 2D images.

Instruction Following Mixture-of-Experts +4

Graph Component Contrastive Learning for Concept Relatedness Estimation

1 code implementation25 Jun 2022 Yueen Ma, Zixing Song, Xuming Hu, Jingjing Li, Yifei Zhang, Irwin King

As it is intractable for data augmentation to fully capture the structural information of the ConcreteGraph due to a large amount of potential concept pairs, we further introduce a novel Graph Component Contrastive Learning framework to implicitly learn the complete structure of the ConcreteGraph.

Contrastive Learning Data Augmentation +2

NLP in Human Rights Research -- Extracting Knowledge Graphs About Police and Army Units and Their Commanders

1 code implementation13 Jan 2022 Daniel Bauer, Tom Longley, Yueen Ma, Tony Wilson

In this working paper we explore the use of an NLP system to assist the work of Security Force Monitor (SFM).

Knowledge Graphs

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