Nitish Shirish Keskar
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Sparse and Compressive Sensing Techniques, Multimodal Machine Learning Applications, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → CTRL: A Conditional Transformer Language Model for Controllable Generation(2019)787 cited
- → On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima(2016)576 cited
- → Regularizing and Optimizing LSTM Language Models(2017)468 cited
- → Improving Generalization Performance by Switching from Adam to SGD(2017)403 cited
- → The Natural Language Decathlon: Multitask Learning as Question Answering(2018)339 cited
- → Deep learning-enabled breast cancer hormonal receptor status determination from base-level H&E stains(2020)238 cited
- → ProGen: Language Modeling for Protein Generation(2020)238 cited
- → GeDi: Generative Discriminator Guided Sequence Generation(2021)200 cited
- → An Analysis of Neural Language Modeling at Multiple Scales(2018)143 cited
- → Weighted Transformer Network for Machine Translation(2017)134 cited