Nipun Kwatra

According to our database, Nipun Kwatra authored at least 32 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Accuracy is Not All You Need.

Abhinav Dutta, Sanjeev Krishnan, Nipun Kwatra, Ramachandran Ramjee

CoRR, 2024

Metron: Holistic Performance Evaluation Framework for LLM Inference Systems.

Amey Agrawal, Anmol Agarwal, Nitin Kedia, Jayashree Mohan, Souvik Kundu, Nipun Kwatra, Ramachandran Ramjee, Alexey Tumanov

CoRR, 2024

Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve.

Amey Agrawal, Nitin Kedia, Ashish Panwar, Jayashree Mohan, Nipun Kwatra, Bhargav S. Gulavani, Alexey Tumanov, Ramachandran Ramjee

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

VIDUR: A Large-Scale Simulation Framework for LLM Inference.

Amey Agrawal, Nitin Kedia, Jayashree Mohan, Ashish Panwar, Nipun Kwatra, Bhargav S. Gulavani, Ramachandran Ramjee, Alexey Tumanov

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Just-In-Time Checkpointing: Low Cost Error Recovery from Deep Learning Training Failures.

Tanmaey Gupta, Sanjeev Krishnan, Rituraj Kumar, Abhishek Vijeev, Bhargav S. Gulavani, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023

Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule.

Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu

J. Mach. Learn. Res., 2023

SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills.

Amey Agrawal, Ashish Panwar, Jayashree Mohan, Nipun Kwatra, Bhargav S. Gulavani, Ramachandran Ramjee

CoRR, 2023

"Can't Take the Pressure?": Examining the Challenges of Blood Pressure Estimation via Pulse Wave Analysis.

Suril Mehta, Nipun Kwatra, Mohit Jain, Daniel McDuff

CoRR, 2023

Towards Intermediated Workflows for Hybrid Telemedicine.

Karthik S. Bhat, Neha Kumar, Karthik Shamanna, Nipun Kwatra, Mohit Jain

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Towards Automating Retinoscopy for Refractive Error Diagnosis.

Aditya Aggarwal, Siddhartha Gairola, Uddeshya Upadhyay, Akshay P. Vasishta, Diwakar Rao, Aditya Goyal, Kaushik Murali, Nipun Kwatra, Mohit Jain

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Distance Learner: Incorporating Manifold Prior to Model Training.

Aditya Chetan, Nipun Kwatra

CoRR, 2022

Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads.

Dharma Shukla, Muthian Sivathanu, Srinidhi Viswanatha, Bhargav S. Gulavani, Rimma Nehme, Amey Agrawal, Chen Chen, Nipun Kwatra, Ramachandran Ramjee, Pankaj Sharma, Atul Katiyar, Vipul Modi, Vaibhav Sharma, Abhishek Singh, Shreshth Singhal, Kaustubh Welankar, Lu Xun, Ravi Anupindi, Karthik Elangovan, Hasibur Rahman, Zhou Lin, Rahul Seetharaman, Cheng Xu, Eddie Ailijiang, Suresh Krishnappa, Mark Russinovich

CoRR, 2022

Varuna: scalable, low-cost training of massive deep learning models.

Sanjith Athlur, Nitika Saran, Muthian Sivathanu, Ramachandran Ramjee, Nipun Kwatra

Proceedings of the EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5, 2022

Keratoconus Classifier for Smartphone-based Corneal Topographer.

Siddhartha Gairola, Pallavi Joshi, Anand Balasubramaniam, Kaushik Murali, Nipun Kwatra, Mohit Jain

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

SmartKC: Smartphone-based Corneal Topographer for Keratoconus Detection.

Siddhartha Gairola, Murtuza Bohra, Nadeem Shaheer, Navya Jayaprakash, Pallavi Joshi, Anand Balasubramaniam, Kaushik Murali, Nipun Kwatra, Mohit Jain

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

LRTuner: A Learning Rate Tuner for Deep Neural Networks.

Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu

CoRR, 2021

RespireNet: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting.

Siddhartha Gairola, Francis Tom, Nipun Kwatra, Mohit Jain

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

S2cGAN: Semi-Supervised Training of Conditional GANs with Fewer Labels.

Arunava Chakraborty, Rahul Ragesh, Mahir Shah, Nipun Kwatra

CoRR, 2020

Unsupervised Clustering using Pseudo-semi-supervised Learning.

Divam Gupta, Ramachandran Ramjee, Nipun Kwatra, Muthian Sivathanu

Proceedings of the 8th International Conference on Learning Representations, 2020

Balancing efficiency and fairness in heterogeneous GPU clusters for deep learning.

Shubham Chaudhary, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Srinidhi Viswanatha

Proceedings of the EuroSys '20: Fifteenth EuroSys Conference 2020, 2020

2018

Gandiva: Introspective Cluster Scheduling for Deep Learning.

Wencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

2011

Practical methods for simulation of compressible flow and structure interactions.

Nipun Kwatra

PhD thesis, 2011

Numerically stable fluid-structure interactions between compressible flow and solid structures.

Jón Tómas Grétarsson, Nipun Kwatra, Ronald Fedkiw

J. Comput. Phys., 2011

Asynchronous Evolution for Fully-Implicit and Semi-Implicit Time Integration.

Craig A. Schroeder, Nipun Kwatra, Zheng Wen, Ronald Fedkiw

Comput. Graph. Forum, 2011

2010

Fluid Simulation with Articulated Bodies.

Nipun Kwatra, Christopher Wojtan, Mark Carlson, Irfan A. Essa, Peter J. Mucha, Greg Turk

IEEE Trans. Vis. Comput. Graph., 2010

Practical Animation of Compressible Flow for ShockWaves and Related Phenomena.

Nipun Kwatra, Jon Gretarsson, Ronald Fedkiw

Proceedings of the 2010 Eurographics/ACM SIGGRAPH Symposium on Computer Animation, 2010

2009

A method for avoiding the acoustic time step restriction in compressible flow.

Nipun Kwatra, Jonathan Su, Jón Tómas Grétarsson, Ronald Fedkiw

J. Comput. Phys., 2009

2008

Two-Way Coupled SPH and Particle Level Set Fluid Simulation.

Frank Losasso, Jerry O. Talton, Nipun Kwatra, Ronald Fedkiw

IEEE Trans. Vis. Comput. Graph., 2008

2007

Texturing Fluids.

Vivek Kwatra, David Adalsteinsson, Theodore Kim, Nipun Kwatra, Mark Carlson, Ming C. Lin

IEEE Trans. Vis. Comput. Graph., 2007

2006

Texturing fluids.

Vivek Kwatra, David Adalsteinsson, Nipun Kwatra, Mark Carlson, Ming C. Lin

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006

2005

Texture optimization for example-based synthesis.

Vivek Kwatra, Irfan A. Essa, Aaron F. Bobick, Nipun Kwatra

ACM Trans. Graph., 2005

2004

A Framework for Activity Recognition and Detection of Unusual Activities.

Dhruv Mahajan, Nipun Kwatra, Sumit Jain, Prem Kalra, Subhashis Banerjee

Proceedings of the ICVGIP 2004, 2004