Conditional Enzyme Generation Using Protein Language Models with Adapters.
CoRR, 2024
Towards Joint Sequence-Structure Generation of Nucleic Acid and Protein Complexes with SE(3)-Discrete Diffusion.
CoRR, 2024
ProGen2: Exploring the Boundaries of Protein Language Models.
CoRR, 2022
Deep learning-enabled medical computer vision.
npj Digit. Medicine, 2021
FLIP: Benchmark tasks in fitness landscape inference for proteins.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Deep Extrapolation for Attribute-Enhanced Generation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
BERTology Meets Biology: Interpreting Attention in Protein Language Models.
Proceedings of the 9th International Conference on Learning Representations, 2021
Profile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Models.
CoRR, 2020
ProGen: Language Modeling for Protein Generation.
CoRR, 2020
ProDyn0: Inferring calponin homology domain stretching behavior using graph neural networks.
CoRR, 2019
Deep echocardiography: data-efficient supervised and semi-supervised deep learning towards automated diagnosis of cardiac disease.
npj Digit. Medicine, 2018
Fast and accurate view classification of echocardiograms using deep learning.
npj Digit. Medicine, 2018
Chest x-ray generation and data augmentation for cardiovascular abnormality classification.
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Bimodal Network Architectures for Automatic Generation of Image Annotation from Text.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Semi-supervised learning with generative adversarial networks for chest X-ray classification with ability of data domain adaptation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Fast and accurate classification of echocardiograms using deep learning.
CoRR, 2017
Modeling the impacts of tillage practices on water table depth, drain outflow and nitrogen losses using DRAINMOD.
Comput. Electron. Agric., 2016