no code implementations • 17 Sep 2023 • Junjie Zhu, Yiying Li, Chunping Qiu, Ke Yang, Naiyang Guan, Xiaodong Yi
In order to tackle these issues, we turn to the recently proposed parameter-efficient tuning methods, such as VPT, which updates only the newly added prompt parameters while keeping the pre-trained backbone frozen.
no code implementations • 26 Apr 2023 • Zhao Song, Ke Yang, Naiyang Guan, Junjie Zhu, Peng Qiao, Qingyong Hu
Large-scale pre-trained transformers have demonstrated remarkable success in various computer vision tasks.
Ranked #4 on
Image Classification
on VTAB-1k
(using extra training data)
no code implementations • 9 May 2018 • Bo Wang, Armin Pourshafeie, Marinka Zitnik, Junjie Zhu, Carlos D. Bustamante, Serafim Batzoglou, Jure Leskovec
Networks are ubiquitous in biology where they encode connectivity patterns at all scales of organization, from molecular to the biome.
1 code implementation • 21 Mar 2017 • Bo Wang, Daniele Ramazzotti, Luca De Sano, Junjie Zhu, Emma Pierson, Serafim Batzoglou
We here present SIMLR (Single-cell Interpretation via Multi-kernel LeaRning), an open-source tool that implements a novel framework to learn a sample-to-sample similarity measure from expression data observed for heterogenous samples.
no code implementations • NeurIPS 2016 • Bo Wang, Junjie Zhu, Armin Pourshafeie, Oana Ursu, Serafim Batzoglou, Anshul Kundaje
In this paper, we propose an optimization framework to mine useful structures from noisy networks in an unsupervised manner.
1 code implementation • 6 Oct 2015 • Jacob Searcy, Lillian Huang, Marc-André Pleier, Junjie Zhu
The unitarization of the longitudinal vector boson scattering (VBS) cross section by the Higgs boson is a fundamental prediction of the Standard Model which has not been experimentally verified.
High Energy Physics - Phenomenology High Energy Physics - Experiment