HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multitask Learning

no code implementations • 2 Apr 2024 • Rong Han, Wenbing Huang, Lingxiao Luo, Xinyan Han, Jiaming Shen, Zhiqiang Zhang, Jun Zhou, Ting Chen

In this paper, we propose a neural network model to address multiple tasks jointly upon the input of 3D protein structures.

Drug Discovery Multi-Task Learning +2

DanceCamera3D: 3D Camera Movement Synthesis with Music and Dance

1 code implementation • 20 Mar 2024 • Zixuan Wang, Jia Jia, Shikun Sun, Haozhe Wu, Rong Han, Zhenyu Li, Di Tang, Jiaqing Zhou, Jiebo Luo

However, camera movement synthesis with music and dance remains an unsolved challenging problem due to the scarcity of paired data.

Building Universal Foundation Models for Medical Image Analysis with Spatially Adaptive Networks

1 code implementation • 12 Dec 2023 • Lingxiao Luo, Xuanzhong Chen, Bingda Tang, Xinsheng Chen, Rong Han, Chengpeng Hu, Yujiang Li, Ting Chen

In this work, we propose a universal foundation model for medical image analysis that processes images with heterogeneous spatial properties using a unified structure.

Image Classification Medical Image Classification +1

Feature Extraction, Modulation and Recognition of Mixed Signal Based on SVM

no code implementations • 28 Jul 2022 • Rong Han, Zihuai Lin

This paper introduces likelihood-based and feature-based modulation recognition methods.

MAVEN: A Massive General Domain Event Detection Dataset

1 code implementation • EMNLP 2020 • Xiaozhi Wang, Ziqi Wang, Xu Han, Wangyi Jiang, Rong Han, Zhiyuan Liu, Juanzi Li, Peng Li, Yankai Lin, Jie zhou

Most existing datasets exhibit the following issues that limit further development of ED: (1) Data scarcity.

Benchmarking Event Detection