From Large Language Models to Large Multimodal Models: A Literature Review
With the deepening of research on Large Language Models (LLMs), significant progress has
been made in recent years on the development of Large Multimodal Models (LMMs), which …
been made in recent years on the development of Large Multimodal Models (LMMs), which …
A Survey of Multimodal Large Language Model from A Data-centric Perspective
Human beings perceive the world through diverse senses such as sight, smell, hearing, and
touch. Similarly, multimodal large language models (MLLMs) enhance the capabilities of …
touch. Similarly, multimodal large language models (MLLMs) enhance the capabilities of …
A Review of Multi-Modal Large Language and Vision Models
K Carolan, L Fennelly, AF Smeaton - arXiv preprint arXiv:2404.01322, 2024 - arxiv.org
Large Language Models (LLMs) have recently emerged as a focal point of research and
application, driven by their unprecedented ability to understand and generate text with …
application, driven by their unprecedented ability to understand and generate text with …
Mm-llms: Recent advances in multimodal large language models
In the past year, MultiModal Large Language Models (MM-LLMs) have undergone
substantial advancements, augmenting off-the-shelf LLMs to support MM inputs or outputs …
substantial advancements, augmenting off-the-shelf LLMs to support MM inputs or outputs …
LaVy: Vietnamese Multimodal Large Language Model
C Tran, HL Thanh - arXiv preprint arXiv:2404.07922, 2024 - arxiv.org
Large Language Models (LLMs) and Multimodal Large language models (MLLMs) have
taken the world by storm with impressive abilities in complex reasoning and linguistic …
taken the world by storm with impressive abilities in complex reasoning and linguistic …
Imp: Highly Capable Large Multimodal Models for Mobile Devices
Z Shao, Z Yu, J Yu, X Ouyang, L Zheng, Z Gai… - arXiv preprint arXiv …, 2024 - arxiv.org
By harnessing the capabilities of large language models (LLMs), recent large multimodal
models (LMMs) have shown remarkable versatility in open-world multimodal understanding …
models (LMMs) have shown remarkable versatility in open-world multimodal understanding …
X-llm: Bootstrapping advanced large language models by treating multi-modalities as foreign languages
Large language models (LLMs) have demonstrated remarkable language abilities. GPT-4,
based on advanced LLMs, exhibits extraordinary multimodal capabilities beyond previous …
based on advanced LLMs, exhibits extraordinary multimodal capabilities beyond previous …
Exploring the reasoning abilities of multimodal large language models (mllms): A comprehensive survey on emerging trends in multimodal reasoning
Strong Artificial Intelligence (Strong AI) or Artificial General Intelligence (AGI) with abstract
reasoning ability is the goal of next-generation AI. Recent advancements in Large Language …
reasoning ability is the goal of next-generation AI. Recent advancements in Large Language …
Model Composition for Multimodal Large Language Models
Recent developments in Multimodal Large Language Models (MLLMs) have shown rapid
progress, moving towards the goal of creating versatile MLLMs that understand inputs from …
progress, moving towards the goal of creating versatile MLLMs that understand inputs from …
Exploring the Theoretical Dimensions and Intricate Behaviors of Large Language Models and their Multimodal Counterparts
K Desai, S Yadav, R Murugan - 2024 IEEE 13th International …, 2024 - ieeexplore.ieee.org
In recent years, there has been an explosion of development and change in the field of big
language models and their multimodal equivalents. Natural language processing, synthesis …
language models and their multimodal equivalents. Natural language processing, synthesis …