1 code implementation • CVPR 2024 • Yunlong Zhao, Xiaoheng Deng, Yijing Liu, Xinjun Pei, Jiazhi Xia, Wei Chen
With the basic idea of imitating the victim model's low-variance patch-level gradients instead of pixel-level gradients, SPSG achieves efficient sample gradient estimation through two steps.
1 code implementation • 13 May 2024 • Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Wengong Jin, Yang Yang, Lei LI
In this paper, we propose EnzyGen, an approach to learn a unified model to design enzymes across all functional families.
no code implementations • 11 Apr 2024 • Chengpeng Hu, Yunlong Zhao, Jialin Liu
Recently, the emergence of large language models (LLMs) has unlocked new opportunities for procedural content generation.
1 code implementation • 6 Oct 2023 • Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Yang Yang, Lei LI
In this paper, we propose NAEPro, a model to jointly design Protein sequence and structure based on automatically detected functional sites.
no code implementations • 4 Oct 2023 • Zhenqiao Song, Yunlong Zhao, Yufei Song, Wenxian Shi, Yang Yang, Lei LI
Designing novel proteins with desired functions is crucial in biology and chemistry.
no code implementations • 18 Jun 2023 • Kexin Wang, Yunlong Zhao, Qianqian Dong, Tom Ko, Mingxuan Wang
And our framework also surpasses the strong baseline in ranking accuracy on each fine-grained segment.
no code implementations • 5 Jun 2023 • Qianqian Dong, Zhiying Huang, Qiao Tian, Chen Xu, Tom Ko, Yunlong Zhao, Siyuan Feng, Tang Li, Kexin Wang, Xuxin Cheng, Fengpeng Yue, Ye Bai, Xi Chen, Lu Lu, Zejun Ma, Yuping Wang, Mingxuan Wang, Yuxuan Wang
For the speech synthesis part, we adopt the existing VALL-E X approach and build a unit-based audio language model.
2 code implementations • 26 Apr 2023 • Chengpeng Hu, Yunlong Zhao, Ziqi Wang, Haocheng Du, Jialin Liu
Those platforms provide ideal benchmarks for exploring and comparing artificial intelligence ideas and techniques.