Roy, Sudip

1. Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier
   2024/12/05 by John Dang, Dang, John, Shivalika Singh +90 · 2 voices · 48 citations
   Arts and Humanities · Computer Science · #Second Language Learning and Teaching #cs.CL
2. Equality Saturation for Tensor Graph Superoptimization
   2021/01/05 by Yichen Yang, Yang, Yichen, Phitchaya Mangpo Phothilimtha +9 · 16 citations
   Computer Science · Mathematics · #Parallel Computing and Optimization Techniques #Tensor decomposition and applications #Software Testing and Debugging Techniques
3. Pathways: Asynchronous Distributed Dataflow for ML
   2022/03/23 by Paul Barham, Aakanksha Chowdhery, Barham, Paul +29 · 5 citations
   Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
4. Command A: An Enterprise-Ready Large Language Model
   2025/04/01 by Team Cohere, Cohere, Team, : +316 · 26 citations
   Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Software System Performance and Reliability #Advanced Software Engineering Methodologies
5. Aya Vision: Advancing the Frontier of Multilingual Multimodality
   2025/05/13 by Saurabh Dash, Dash, Saurabh, Nan Yu +45 · 19 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
6. GDP: Generalized Device Placement for Dataflow Graphs
   2019/09/28 by Zhou, Yanqi, Roy, Sudip, Abdolrashidi, Amirali +8 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. A Learned Performance Model for Tensor Processing Units
   2020/08/03 by Samuel J. Kaufman, Phitchaya Mangpo Phothilimthana, Kaufman, Samuel J. +11 · 1 voice
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Performance (cs.PF) #Tensor decomposition and applications #Topic Modeling #cs.LG #cs.PF