Nipun Kwatra

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 29

Top Topics

Delta Bar Delta

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

Amey Agrawal, Nitin Kedia, Jayashree Mohan, Ashish Panwar, Nipun Kwatra, Bhargav S. Gulavani, Ramachandran Ramjee, Alexey Tumanov
Vidur: A Large-Scale Simulation Framework For LLM Inference. CoRR (2024)
Amey Agrawal, Nitin Kedia, Ashish Panwar, Jayashree Mohan, Nipun Kwatra, Bhargav S. Gulavani, Alexey Tumanov, Ramachandran Ramjee
Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve. OSDI (2024)
Amey Agrawal, Nitin Kedia, Ashish Panwar, Jayashree Mohan, Nipun Kwatra, Bhargav S. Gulavani, Alexey Tumanov, Ramachandran Ramjee
Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve. CoRR (2024)
Tanmaey Gupta, Sanjeev Krishnan, Rituraj Kumar, Abhishek Vijeev, Bhargav S. Gulavani, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu
Just-In-Time Checkpointing: Low Cost Error Recovery from Deep Learning Training Failures. EuroSys (2024)
Amey Agrawal, Nitin Kedia, Jayashree Mohan, Ashish Panwar, Nipun Kwatra, Bhargav S. Gulavani, Ramachandran Ramjee, Alexey Tumanov
VIDUR: A Large-Scale Simulation Framework for LLM Inference. MLSys (2024)
Amey Agrawal, Anmol Agarwal, Nitin Kedia, Jayashree Mohan, Souvik Kundu, Nipun Kwatra, Ramachandran Ramjee, Alexey Tumanov
Metron: Holistic Performance Evaluation Framework for LLM Inference Systems. CoRR (2024)
Abhinav Dutta, Sanjeev Krishnan, Nipun Kwatra, Ramachandran Ramjee
Accuracy is Not All You Need. CoRR (2024)
Suril Mehta, Nipun Kwatra, Mohit Jain, Daniel McDuff
"Can't Take the Pressure?": Examining the Challenges of Blood Pressure Estimation via Pulse Wave Analysis. CoRR (2023)
Karthik S. Bhat, Neha Kumar, Karthik Shamanna, Nipun Kwatra, Mohit Jain
Towards Intermediated Workflows for Hybrid Telemedicine. CHI (2023)
Amey Agrawal, Ashish Panwar, Jayashree Mohan, Nipun Kwatra, Bhargav S. Gulavani, Ramachandran Ramjee
SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills. CoRR (2023)
Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu
Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule. J. Mach. Learn. Res. 24 (2023)
Aditya Chetan, Nipun Kwatra
Distance Learner: Incorporating Manifold Prior to Model Training. CoRR (2022)
Siddhartha Gairola, Pallavi Joshi, Anand Balasubramaniam, Kaushik Murali, Nipun Kwatra, Mohit Jain
Keratoconus Classifier for Smartphone-based Corneal Topographer. EMBC (2022)
Aditya Aggarwal, Siddhartha Gairola, Uddeshya Upadhyay, Akshay P. Vasishta, Diwakar Rao, Aditya Goyal, Kaushik Murali, Nipun Kwatra, Mohit Jain
Towards Automating Retinoscopy for Refractive Error Diagnosis. CoRR (2022)
Aditya Aggarwal, Siddhartha Gairola, Uddeshya Upadhyay, Akshay P. Vasishta, Diwakar Rao, Aditya Goyal, Kaushik Murali, Nipun Kwatra, Mohit Jain
Towards Automating Retinoscopy for Refractive Error Diagnosis. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (3) (2022)
Sanjith Athlur, Nitika Saran, Muthian Sivathanu, Ramachandran Ramjee, Nipun Kwatra
Varuna: scalable, low-cost training of massive deep learning models. EuroSys (2022)
Siddhartha Gairola, Pallavi Joshi, Anand Balasubramaniam, Kaushik Murali, Nipun Kwatra, Mohit Jain
Keratoconus Classifier for Smartphone-based Corneal Topographer. CoRR (2022)
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
Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads. CoRR (2022)
Sanjith Athlur, Nitika Saran, Muthian Sivathanu, Ramachandran Ramjee, Nipun Kwatra
Varuna: Scalable, Low-cost Training of Massive Deep Learning Models. CoRR (2021)
Siddhartha Gairola, Murtuza Bohra, Nadeem Shaheer, Navya Jayaprakash, Pallavi Joshi, Anand Balasubramaniam, Kaushik Murali, Nipun Kwatra, Mohit Jain
SmartKC: Smartphone-based Corneal Topographer for Keratoconus Detection. CoRR (2021)
Siddhartha Gairola, Francis Tom, Nipun Kwatra, Mohit Jain
RespireNet: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting. EMBC (2021)
Siddhartha Gairola, Murtuza Bohra, Nadeem Shaheer, Navya Jayaprakash, Pallavi Joshi, Anand Balasubramaniam, Kaushik Murali, Nipun Kwatra, Mohit Jain
SmartKC: Smartphone-based Corneal Topographer for Keratoconus Detection. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (4) (2021)
Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu
LRTuner: A Learning Rate Tuner for Deep Neural Networks. CoRR (2021)
Shubham Chaudhary, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Srinidhi Viswanatha
Balancing efficiency and fairness in heterogeneous GPU clusters for deep learning. EuroSys (2020)
Arunava Chakraborty, Rahul Ragesh, Mahir Shah, Nipun Kwatra
S2cGAN: Semi-Supervised Training of Conditional GANs with Fewer Labels. CoRR (2020)
Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu
Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule. CoRR (2020)
Divam Gupta, Ramachandran Ramjee, Nipun Kwatra, Muthian Sivathanu
Unsupervised Clustering using Pseudo-semi-supervised Learning. ICLR (2020)
Siddhartha Gairola, Francis Tom, Nipun Kwatra, Mohit Jain
RespireNet: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting. CoRR (2020)
Wencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou
Gandiva: Introspective Cluster Scheduling for Deep Learning. OSDI (2018)
Craig A. Schroeder, Nipun Kwatra, Wen Zheng, Ronald Fedkiw
Asynchronous Evolution for Fully-Implicit and Semi-Implicit Time Integration. Comput. Graph. Forum 30 (7) (2011)
Jón Tómas Grétarsson, Nipun Kwatra, Ronald Fedkiw
Numerically stable fluid-structure interactions between compressible flow and solid structures. J. Comput. Phys. 230 (8) (2011)
Nipun Kwatra, Christopher Wojtan, Mark Carlson, Irfan A. Essa, Peter J. Mucha, Greg Turk
Fluid Simulation with Articulated Bodies. IEEE Trans. Vis. Comput. Graph. 16 (1) (2010)
Nipun Kwatra, Jon Gretarsson, Ronald Fedkiw
Practical Animation of Compressible Flow for ShockWaves and Related Phenomena. Symposium on Computer Animation (2010)
Nipun Kwatra, Jonathan Su, Jón Tómas Grétarsson, Ronald Fedkiw
A method for avoiding the acoustic time step restriction in compressible flow. J. Comput. Phys. 228 (11) (2009)
Frank Losasso, Jerry O. Talton, Nipun Kwatra, Ronald Fedkiw
Two-Way Coupled SPH and Particle Level Set Fluid Simulation. IEEE Trans. Vis. Comput. Graph. 14 (4) (2008)
Vivek Kwatra, David Adalsteinsson, Theodore Kim, Nipun Kwatra, Mark Carlson, Ming C. Lin
Texturing Fluids. IEEE Trans. Vis. Comput. Graph. 13 (5) (2007)
Vivek Kwatra, David Adalsteinsson, Nipun Kwatra, Mark Carlson, Ming C. Lin
Texturing fluids. SIGGRAPH Sketches (2006)
Vivek Kwatra, Irfan A. Essa, Aaron F. Bobick, Nipun Kwatra
Texture optimization for example-based synthesis. ACM Trans. Graph. 24 (3) (2005)
Dhruv Mahajan, Nipun Kwatra, Sumit Jain, Prem Kalra, Subhashis Banerjee
A Framework for Activity Recognition and Detection of Unusual Activities. ICVGIP (2004)