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Jiayao Ma

4 accepted papers

2025

Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review

ACL 2025finding

The recent emergence of Multi-modal Large Language Models (MLLMs) has introduced a new dimension to the Text-rich Image Understanding (TIU) field, with models demonstrating impressive and inspiring performance. However, their rapid evolution and widespread adoption have made it increasingly challeng…

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2024

Advancing Virtual Reality Interaction: A Ring-Shaped Controller and Pose Tracking

ICRA 2024poster

Ensuring robust tracking of controllers’ movement is critical for human-robot interaction in virtual reality (VR) scenarios. This paper proposes a robust tracking algorithm based on a novel wearable ring-shaped controller equipped with an inertial measurement unit (IMU) and a light-emitting diode (L…

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2021

Hierarchical Temporal Multi-Instance Learning for Video-based Student Learning Engagement Assessment

IJCAI 2021poster

Video-based automatic assessment of a student's learning engagement on the fly can provide immense values for delivering personalized instructional services, a vehicle particularly important for massive online education. To train such an assessor, a major challenge lies in the collection of sufficie…

Cited by 10Source ↗PDF ↗Scholar ↗