1 code implementation • 15 Mar 2024 • Kareem Shaik, Dali Wang, Weijian Zheng, Qinglei Cao, Heng Fan, Peter Schwartz, Yunhe Feng
S3LLM demonstrates the potential of using locally deployed open-source LLMs for the rapid understanding of large-scale scientific computing software, eliminating the need for extensive coding expertise, and thereby making the process more efficient and effective.
no code implementations • 26 Oct 2020 • Jun Zhuang, Dali Wang
To the best of our knowledge, BANIS is the first application to synthesize microscopic images that associate distinct spatial geometric features from multi-source domains.
no code implementations • 31 May 2019 • Dali Wang, Zheng Lu, Zhirong Bao
The detection of cell shape changes in 3D time-lapse images of complex tissues is an important task.
no code implementations • 16 May 2019 • Chengcheng Li, Zi Wang, Dali Wang, Xiangyang Wang, Hairong Qi
Most existing channel pruning methods formulate the pruning task from a perspective of inefficiency reduction which iteratively rank and remove the least important filters, or find the set of filters that minimizes some reconstruction errors after pruning.
no code implementations • 18 Feb 2019 • Zi Wang, Chengcheng Li, Dali Wang, Xiangyang Wang, Hairong Qi
In specific, with the proposed method, 75% and 54% of the total computation time for the whole pruning procedure can be reduced for AlexNet on CIFAR-10, and for VGG-16 on ImageNet, respectively.
no code implementations • 14 Jan 2018 • Zi Wang, Dali Wang, Chengcheng Li, Yichi Xu, Husheng Li, Zhirong Bao
However, the application of these systems to model cell movement is still challenging and requires a comprehensive understanding of regulation networks at the right scales.