Search Results for author: Yang Xue

Found 5 papers, 2 papers with code

HelixFold: An Efficient Implementation of AlphaFold2 using PaddlePaddle

2 code implementations12 Jul 2022 Guoxia Wang, Xiaomin Fang, Zhihua Wu, Yiqun Liu, Yang Xue, Yingfei Xiang, dianhai yu, Fan Wang, Yanjun Ma

Due to the complex model architecture and large memory consumption, it requires lots of computational resources and time to implement the training and inference of AlphaFold2 from scratch.

Protein Structure Prediction

Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding

no code implementations27 Jun 2022 Chuwei Luo, Guozhi Tang, Qi Zheng, Cong Yao, Lianwen Jin, Chenliang Li, Yang Xue, Luo Si

Multi-modal document pre-trained models have proven to be very effective in a variety of visually-rich document understanding (VrDU) tasks.

Document Classification Language Modelling +1

GIRAFFE HD: A High-Resolution 3D-aware Generative Model

no code implementations CVPR 2022 Yang Xue, Yuheng Li, Krishna Kumar Singh, Yong Jae Lee

3D-aware generative models have shown that the introduction of 3D information can lead to more controllable image generation.

Disentanglement Image Generation +1

Multimodal Pre-Training Model for Sequence-based Prediction of Protein-Protein Interaction

2 code implementations9 Dec 2021 Yang Xue, Zijing Liu, Xiaomin Fang, Fan Wang

However, neither sequences nor contact maps can fully characterize structures and functions of the proteins, which are closely related to the PPI problem.

Drug Discovery

Air-Writing Translater: A Novel Unsupervised Domain Adaptation Method for Inertia-Trajectory Translation of In-air Handwriting

no code implementations1 Nov 2019 Songbin Xu, Yang Xue, Xin Zhang, Lianwen Jin

As a new way of human-computer interaction, inertial sensor based in-air handwriting can provide a natural and unconstrained interaction to express more complex and richer information in 3D space.

Translation Unsupervised Domain Adaptation

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