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Mm-llms: Recent advances in multimodal large language models
MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models
Multimodal Large Language Models (MLLMs) have tremendous potential to improve the
accuracy, availability, and cost-effectiveness of healthcare by providing automated solutions …
accuracy, availability, and cost-effectiveness of healthcare by providing automated solutions …
Drive like a human: Rethinking autonomous driving with large language models
In this paper, we explore the potential of using a large language model (LLM) to understand
the driving environment in a human-like manner and analyze its ability to reason, interpret …
the driving environment in a human-like manner and analyze its ability to reason, interpret …
Mobile edge intelligence for large language models: A contemporary survey
On-device large language models (LLMs), referring to running LLMs on edge devices, have
raised considerable interest since they are more cost-effective, latency-efficient, and privacy …
raised considerable interest since they are more cost-effective, latency-efficient, and privacy …
Evolutionary computation in the era of large language model: Survey and roadmap
Large language models (LLMs) have not only revolutionized natural language processing
but also extended their prowess to various domains, marking a significant stride towards …
but also extended their prowess to various domains, marking a significant stride towards …
A survey on the memory mechanism of large language model based agents
Large language model (LLM) based agents have recently attracted much attention from the
research and industry communities. Compared with original LLMs, LLM-based agents are …
research and industry communities. Compared with original LLMs, LLM-based agents are …
Receive, reason, and react: Drive as you say, with large language models in autonomous vehicles
The fusion of human-centric design and artificial intelligence capabilities has opened up
new possibilities for next-generation autonomous vehicles that go beyond traditional …
new possibilities for next-generation autonomous vehicles that go beyond traditional …
Dolphins: Multimodal language model for driving
Y Ma, Y Cao, J Sun, M Pavone, C **ao - European Conference on …, 2024 - Springer
The quest for fully autonomous vehicles (AVs) capable of navigating complex real-world
scenarios with human-like understanding and responsiveness. In this paper, we introduce …
scenarios with human-like understanding and responsiveness. In this paper, we introduce …
Measuring multimodal mathematical reasoning with math-vision dataset
Recent advancements in Large Multimodal Models (LMMs) have shown promising results in
mathematical reasoning within visual contexts, with models approaching human-level …
mathematical reasoning within visual contexts, with models approaching human-level …