Suyog Gupta
- To prune, or not to prune: exploring the efficacy of pruning for model compression
2017/10/05 by Michael Zhu, Zhu, Michael, Suyog Gupta +1 · 55 citations
Computer Science · #Advanced Neural Network Applications #Neural Networks and Applications #Machine Learning and Data Classification
- Deep Learning with Limited Numerical Precision
2015/02/09 by Suyog Gupta, Gupta, Suyog, Ankur Agrawal +5 · 39 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Numerical Methods and Algorithms
- Staleness-aware Async-SGD for Distributed Deep Learning
2015/11/18 by Wei Zhang, Zhang, Wei, Suyog Gupta +5 · 6 citations
Computer Science · #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning
- MobileDets: Searching for Object Detection Architectures for Mobile Accelerators
2020/04/30 by Yunyang Xiong, Hanxiao Liu, Xiong, Yunyang +17 · 7 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Advanced Image and Video Retrieval Techniques
- Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
2019/02/21 by Jonathan Shen, Patrick Nguyen, Shen, Jonathan +179 · 1 voice · 1 citation
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
2025/12/23 by NVIDIA, :, Aaron Blakeman +623 · 1 voice · 2 citations
#cs.CL #cs.AI #cs.LG