COLM 2024

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Haotian Zhang, Haoxuan You, Philipp Dufter, Bowen Zhang, Chen Chen, Hong-You Chen, Tsu-Jui Fu, William Yang Wang, Shih-Fu Chang, Zhe Gan, Yinfei Yang

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High-resolution visual grounding and referring through flexible image resolution, richer visual features, and staged training.

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models — overview figure

BibTeX citation

@inproceedings{ferretv22024,
  title = {Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models},
  author = {Haotian Zhang and Haoxuan You and Philipp Dufter and Bowen Zhang and Chen Chen and Hong-You Chen and Tsu-Jui Fu and William Yang Wang and Shih-Fu Chang and Zhe Gan and Yinfei Yang},
  booktitle = {COLM},
  year = {2024},
  url = {https://arxiv.org/abs/2404.07973}
}