most citedA Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks

19 citations · 50 across the 7 of their papers we have counts for

collaborators

7 papers

q-bio.NC20242 cited

Brain-like Functional Organization within Large Language Models

Haiyang Sun, Lin Zhao, Zihao Wu +7

The human brain has long inspired the pursuit of artificial intelligence (AI). Recently, neuroimaging studies provide compelling evidence of alignment between the computational rep…

cs.AI202419 cited

A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks

Jiaqi Wang, Hanqi Jiang, Yiheng Liu +21

In an era defined by the explosive growth of data and rapid technological advancements, Multimodal Large Language Models (MLLMs) stand at the forefront of artificial intelligence (…

q-bio.NC2024

Brain Dialogue Interface (BDI): A User-Friendly fMRI Model for Interactive Brain Decoding

Heng Huang, Lin Zhao, Zihao Wu +5

Brain decoding techniques are essential for understanding the neurocognitive system. Although numerous methods have been introduced in this field, accurately aligning complex exter…

cs.CL202414 cited

Understanding LLMs: A Comprehensive Overview from Training to Inference

Yiheng Liu, Hao He, Tianle Han +18

The introduction of ChatGPT has led to a significant increase in the utilization of Large Language Models (LLMs) for addressing downstream tasks. There's an increasing focus on cos…

cs.CL202312 cited

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data

Tianyang Zhong, Wei Zhao, Yutong Zhang +39

Radiology report generation, as a key step in medical image analysis, is critical to the quantitative analysis of clinically informed decision-making levels. However, complex and d…

cs.AI20232 cited

When Brain-inspired AI Meets AGI

Lin Zhao, Lu Zhang, Zihao Wu +11

Artificial General Intelligence (AGI) has been a long-standing goal of humanity, with the aim of creating machines capable of performing any intellectual task that humans can do. T…