← Search

Chao Yi

2 accepted papers

2025

Parrot: Multilingual Visual Instruction Tuning

ICML 2025poster

The rapid development of Multimodal Large Language Models (MLLMs), such as GPT-4, marks a significant step toward artificial general intelligence. Existing methods typically align vision encoders with LLMs via supervised fine-tuning (SFT), but this often deteriorates their ability to handle multiple…

2024

Bridge the Modality and Capability Gaps in Vision-Language Model Selection

NeurIPS 2024poster

Vision Language Models (VLMs) excel in zero-shot image classification by pairing images with textual category names. The expanding variety of Pre-Trained VLMs enhances the likelihood of identifying a suitable VLM for specific tasks. To better reuse the VLM resource and fully leverage its potential o…