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.

Semantic Flow for Fast and Accurate Scene Parsing

6 code implementations • ECCV 2020 • Xiangtai Li, Ansheng You, Zhen Zhu, Houlong Zhao, Maoke Yang, Kuiyuan Yang, Yunhai Tong

A common practice to improve the performance is to attain high resolution feature maps with strong semantic representation.

Optical Flow Estimation Real-Time Semantic Segmentation +1

Global Aggregation then Local Distribution in Fully Convolutional Networks

2 code implementations • 16 Sep 2019 • Xiangtai Li, Li Zhang, Ansheng You, Maoke Yang, Kuiyuan Yang, Yunhai Tong

GALD is end-to-end trainable and can be easily plugged into existing FCNs with various global aggregation modules for a wide range of vision tasks, and consistently improves the performance of state-of-the-art object detection and instance segmentation approaches.

Instance Segmentation object-detection +4

DenseASPP for Semantic Segmentation in Street Scenes

1 code implementation • CVPR 2018 • Maoke Yang, Kun Yu, Chi Zhang, Zhiwei Li, Kuiyuan Yang

To this end, we propose Densely connected Atrous Spatial Pyramid Pooling (DenseASPP), which connects a set of atrous convolutional layers in a dense way, such that it generates multi-scale features that not only cover a larger scale range, but also cover that scale range densely, without significantly increasing the model size.

Autonomous Driving Image Segmentation +2