Graphic Design with Large Multimodal Model

1 code implementation • 22 Apr 2024 • Yutao Cheng, Zhao Zhang, Maoke Yang, Hui Nie, Chunyuan Li, Xinglong Wu, Jie Shao

One existing practice is Graphic Layout Generation (GLG), which aims to layout sequential design elements.

Fully Attentional Networks with Self-emerging Token Labeling

1 code implementation • ICCV 2023 • Bingyin Zhao, Zhiding Yu, Shiyi Lan, Yutao Cheng, Anima Anandkumar, Yingjie Lao, Jose M. Alvarez

With the proposed STL framework, our best model based on FAN-L-Hybrid (77. 3M parameters) achieves 84. 8% Top-1 accuracy and 42. 1% mCE on ImageNet-1K and ImageNet-C, and sets a new state-of-the-art for ImageNet-A (46. 1%) and ImageNet-R (56. 6%) without using extra data, outperforming the original FAN counterpart by significant margins.

Semantic Segmentation