Suyog Gupta
Publications by Year
Research Areas
Advanced Neural Network Applications, Stochastic Gradient Optimization Techniques, Topic Modeling, Domain Adaptation and Few-Shot Learning, Parallel Computing and Optimization Techniques
Most-Cited Works
- → Deep Learning with Limited Numerical Precision(2015)1,075 cited
- → To prune, or not to prune: exploring the efficacy of pruning for model compression(2017)661 cited
- → Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling(2019)183 cited
- Staleness-aware async-SGD for distributed deep learning(2016)
- → Model Accuracy and Runtime Tradeoff in Distributed Deep Learning: A Systematic Study(2016)147 cited
- → MobileDets: Searching for Object Detection Architectures for Mobile Accelerators(2021)141 cited
- → Approximate computing: Challenges and opportunities(2016)100 cited