8 citations · 22 across the 16 of their papers we have counts for
4 papers · 1 filter
Personalized Visual Instruction Tuning
Renjie Pi, Jianshu Zhang, Tianyang Han +3
Recent advancements in multimodal large language models (MLLMs) have demonstrated significant progress; however, these models exhibit a notable limitation, which we refer to as "fa…
Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image Descriptions
Renjie Pi, Jianshu Zhang, Jipeng Zhang +3
Image description datasets play a crucial role in the advancement of various applications such as image understanding, text-to-image generation, and text-image retrieval. Currently…
The Instinctive Bias: Spurious Images lead to Illusion in MLLMs
Tianyang Han, Qing Lian, Rui Pan +5
Large language models (LLMs) have recently experienced remarkable progress, where the advent of multi-modal large language models (MLLMs) has endowed LLMs with visual capabilities,…
PerceptionGPT: Effectively Fusing Visual Perception into LLM
Renjie Pi, Lewei Yao, Jiahui Gao +2
The integration of visual inputs with large language models (LLMs) has led to remarkable advancements in multi-modal capabilities, giving rise to visual large language models (VLLM…