Search Results for author: Weifeng Lin

Found 4 papers, 4 papers with code

Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want

1 code implementation29 Mar 2024 Weifeng Lin, Xinyu Wei, Ruichuan An, Peng Gao, Bocheng Zou, Yulin Luo, Siyuan Huang, Shanghang Zhang, Hongsheng Li

In this paper, we introduce the Draw-and-Understand project: a new model, a multi-domain dataset, and a challenging benchmark for visual prompting.

Instruction Following Language Modelling +4

Hierarchical Side-Tuning for Vision Transformers

1 code implementation9 Oct 2023 Weifeng Lin, Ziheng Wu, Wentao Yang, Mingxin Huang, Jun Huang, Lianwen Jin

In this paper, we introduce Hierarchical Side-Tuning (HST), an innovative PETL method facilitating the transfer of ViT models to diverse downstream tasks.

Image Classification Instance Segmentation +5

Scale-Aware Modulation Meet Transformer

1 code implementation ICCV 2023 Weifeng Lin, Ziheng Wu, Jiayu Chen, Jun Huang, Lianwen Jin

Specifically, SMT with 11. 5M / 2. 4GFLOPs and 32M / 7. 7GFLOPs can achieve 82. 2% and 84. 3% top-1 accuracy on ImageNet-1K, respectively.

object-detection Object Detection +1

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