Pi-Chuan Chang
Molecular Biology · Nature Biotechnology · 2016–2023
A researcher in the Science corpus: 6 papers; trusts 2 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 121 citations into it
- Artificial Intelligence — 88 citations into it
- Model Architectures — 12 citations into it
Whom Pi-Chuan Chang trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Papers from Pi-Chuan Chang's perspective
Ordered by how strongly the researchers Pi-Chuan Chang trusts endorse each paper. Same corpus, a different order for every researcher.
- Dropout: a simple way to prevent neural networks from overfitting
- Language Models are Unsupervised Multitask Learners
- Multitask Learning
- ImageNet classification with deep convolutional neural networks
- An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale (International Conference on Learning Representations)
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- A unified architecture for natural language processing: deep neural networks with multitask learning
- Learning Transferable Visual Models From Natural Language Supervision (International Conference on Machine Learning)
- MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
- Attention is All you Need (Neural Information Processing Systems)
Their papers
- Accurate circular consensus long-read sequencing improves variant detection and assembly of a human genome (2019) — 1,512 citations
- Pangenomics enables genotyping known structural variants in 5,202 diverse genomes (2021) — 309 citations
- Creating a universal SNP and small indel variant caller with deep neural networks (2016) — 103 citations
- A deep learning approach to pattern recognition for short DNA sequences (2018) — 59 citations
- Towards Generalist Biomedical AI (2023) — 549 citations
- A universal SNP and small-indel variant caller using deep neural networks (2018) — 1,463 citations