Yingfan Tao

2 accepted papers

2024

LLMGA: Multimodal Large Language Model based Generation Assistant

bin xia*, Shiyin Wang, Yingfan Tao, Yitong Wang, Jiaya Jia

ECCV 2024oral

"In this paper, we introduce a Multimodal Large Language Model-based Generation Assistant (LLMGA), leveraging the vast reservoir of knowledge and proficiency in reasoning, comprehension, and response inherent in Large Language Models (LLMs) to assist users in image generation and editing. Diverging…

Cited by 16 Source ↗PDF ↗code ↗Scholar ↗

2023

Local and Global Logit Adjustments for Long-Tailed Learning

Yingfan Tao, Jingna Sun, Hao Yang, Li Chen, Xu Wang, Wenming Yang +2

ICCV 2023poster

Multi-expert ensemble models for long-tailed learning typically either learn diverse generalists from the whole dataset or aggregate specialists on different subsets. However, the former is insufficient for tail classes due to the high imbalance factor of the entire dataset, while the latter may bri…

Cited by 25 PDF ↗Scholar ↗