Progress and Opportunities of Foundation Models in Bioinformatics

Progress and Opportunities of Foundation Models in Bioinformatics

6 February 2024

Papers citing "Progress and Opportunities of Foundation Models in Bioinformatics"

10 / 10 papers shown

Title
Large Language Models in Bioinformatics: A Survey Z. Wang Zikang Wang Jiyue Jiang Pengan Chen Xiangyu Shi Yu-Hu Li AI4CE LM&MA 56 1 0 06 Mar 2025
Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic Capacity Da Xu Maha Elbayad Kenton W. Murray Jean Maillard Vedanuj Goswami MoE 34 3 0 03 May 2023
Application of Deep Learning on Single-Cell RNA-sequencing Data Analysis: A Review M. Brendel Chang Su Zilong Bai Hao Zhang O. Elemento Fei-Yue Wang 12 39 0 11 Oct 2022
The AI Teacher Test: Measuring the Pedagogical Ability of Blender and GPT-3 in Educational Dialogues Anaïs Tack Chris Piech ELM 21 89 0 16 May 2022
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021
Shortformer: Better Language Modeling using Shorter Inputs Ofir Press Noah A. Smith M. Lewis 213 87 0 31 Dec 2020
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 164 3,799 0 14 Dec 2020
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 245 648 0 23 Mar 2020
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 220 773 0 17 Sep 2019
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016