Kshitij Bhardwaj

According to our database, Kshitij Bhardwaj authored at least 30 papers between 2009 and 2024.

Collaborative distances:

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

2024

PQV-Mobile: A Combined Pruning and Quantization Toolkit to Optimize Vision Transformers for Mobile Applications.

Kshitij Bhardwaj

CoRR, 2024

Designing an Energy-Efficient Fully-Asynchronous Deep Learning Convolution Engine.

Mattia Vezzoli, Lukas Nel, Kshitij Bhardwaj, Rajit Manohar, Maya B. Gokhale

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

MulBERRY: Enabling Bit-Error Robustness for Energy-Efficient Multi-Agent Autonomous Systems.

Zishen Wan, Nandhini Chandramoorthy, Karthik Swaminathan, Pin-Yu Chen, Kshitij Bhardwaj, Vijay Janapa Reddi, Arijit Raychowdhury

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Scaling Compute Is Not All You Need for Adversarial Robustness.

Edoardo Debenedetti, Zishen Wan, Maksym Andriushchenko, Vikash Sehwag, Kshitij Bhardwaj, Bhavya Kailkhura

CoRR, 2023

Machine Learning-Enhanced Prediction of Surface Smoothness for Inertial Confinement Fusion Target Polishing Using Limited Data.

Antonios Alexos, Junze Liu, Akash Tiwari, Kshitij Bhardwaj, Sean Hayes, Pierre Baldi, Satish T. S. Bukkapatnam, Suhas Bhandarkar

CoRR, 2023

Real-Time Fully Unsupervised Domain Adaptation for Lane Detection in Autonomous Driving.

Kshitij Bhardwaj, Zishen Wan, Arijit Raychowdhury, Ryan A. Goldhahn

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

Automatic Domain-Specific SoC Design for Autonomous Unmanned Aerial Vehicles.

Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Paul N. Whatmough, Aleksandra Faust, Sabrina M. Neuman, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

Roofline Model for UAVs: A Bottleneck Analysis Tool for Onboard Compute Characterization of Autonomous Unmanned Aerial Vehicles.

Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Ninad Jadhav, Aleksandra Faust, Vijay Janapa Reddi

Proceedings of the International IEEE Symposium on Performance Analysis of Systems and Software, 2022

Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices.

Kshitij Bhardwaj, James Diffenderfer, Bhavya Kailkhura, Maya B. Gokhale

Proceedings of the International IEEE Symposium on Performance Analysis of Systems and Software, 2022

Unsupervised Test-Time Adaptation of Deep Neural Networks at the Edge: A Case Study.

Kshitij Bhardwaj, James Diffenderfer, Bhavya Kailkhura, Maya B. Gokhale

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

An Asynchronous Soft Macro for Ultra-Low Power Communication in Neuromorphic Computing.

Davide Bertozzi, Kshitij Bhardwaj, Steven M. Nowick

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

Cost-Effective and Flexible Asynchronous Interconnect Technology for GALS Systems.

Davide Bertozzi, Gabriele Miorandi, Alberto Ghiribaldi, Wayne P. Burleson, Greg Sadowski, Kshitij Bhardwaj, Weiwei Jiang, Steven M. Nowick

IEEE Micro, 2021

Semi-supervised on-device neural network adaptation for remote and portable laser-induced breakdown spectroscopy.

Kshitij Bhardwaj, Maya B. Gokhale

CoRR, 2021

Machine Learning-Based Automated Design Space Exploration for Autonomous Aerial Robots.

Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Paul N. Whatmough, Aleksandra Faust, Sabrina M. Neuman, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi

CoRR, 2021

Leveraging Prediction Confidence For Versatile Optimizations to CNNs.

Saksham Sharma, Vanshika V. Bhargava, Aditya Kumar Singh, Kshitij Bhardwaj, Sparsh Mittal

Proceedings of the AIMLSystems 2021: The First International Conference on AI-ML-Systems, Bangalore India, October 21, 2021

2020

SMAUG: End-to-End Full-Stack Simulation Infrastructure for Deep Learning Workloads.

Sam Likun Xi, Yuan Yao, Kshitij Bhardwaj, Paul N. Whatmough, Gu-Yeon Wei, David Brooks

ACM Trans. Archit. Code Optim., 2020

The Sky Is Not the Limit: A Visual Performance Model for Cyber-Physical Co-Design in Autonomous Machines.

Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Paul N. Whatmough, Aleksandra Faust, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi

IEEE Comput. Archit. Lett., 2020

A comprehensive methodology to determine optimal coherence interfaces for many-accelerator SoCs.

Kshitij Bhardwaj, Marton Havasi, Yuan Yao, David M. Brooks, José Miguel Hernández-Lobato, Gu-Yeon Wei

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

2019

A Continuous-Time Replication Strategy for Efficient Multicast in Asynchronous NoCs.

Kshitij Bhardwaj, Steven M. Nowick

IEEE Trans. Very Large Scale Integr. Syst., 2019

Determining Optimal Coherency Interface for Many-Accelerator SoCs Using Bayesian Optimization.

Kshitij Bhardwaj, Marton Havasi, Yuan Yao, David M. Brooks, José Miguel Hernández-Lobato, Gu-Yeon Wei

IEEE Comput. Archit. Lett., 2019

Towards a Complete Methodology for Synthesizing Bundled-Data Asynchronous Circuits on FPGAs.

Kshitij Bhardwaj, Paolo Mantovani, Luca P. Carloni, Steven M. Nowick

Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

2018

On Multicast in Asynchronous Networks-on-Chip: Techniques, Architectures, and FPGA Implementation.

Kshitij Bhardwaj

PhD thesis, 2018

2017

Achieving Lightweight Multicast in Asynchronous NoCs Using a Continuous-Time Multi-Way Read Buffer.

Kshitij Bhardwaj, Weiwei Jiang, Steven M. Nowick

Proceedings of the Eleventh IEEE/ACM International Symposium on Networks-on-Chip, 2017

2016

Achieving lightweight multicast in asynchronous networks-on-chip using local speculation.

Kshitij Bhardwaj, Steven M. Nowick

Proceedings of the 53rd Annual Design Automation Conference, 2016

2015

Wearout Resilience in NoCs Through an Aging Aware Adaptive Routing Algorithm.

Dean Michael Ancajas, Kshitij Bhardwaj, Koushik Chakraborty, Sanghamitra Roy

IEEE Trans. Very Large Scale Integr. Syst., 2015

A Lightweight Early Arbitration Method for Low-Latency Asynchronous 2D-Mesh NoC's.

Weiwei Jiang, Kshitij Bhardwaj, Geoffray Lacourba, Steven M. Nowick

Proceedings of the 52nd Annual Design Automation Conference, 2015

2012

Power-Performance Yield optimization for MPSoCs using MILP.

Kshitij Bhardwaj, Sanghamitra Roy, Koushik Chakraborty

Proceedings of the Thirteenth International Symposium on Quality Electronic Design, 2012

An MILP-based aging-aware routing algorithm for NoCs.

Kshitij Bhardwaj, Koushik Chakraborty, Sanghamitra Roy

Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Towards graceful aging degradation in NoCs through an adaptive routing algorithm.

Kshitij Bhardwaj, Koushik Chakraborty, Sanghamitra Roy

Proceedings of the 49th Annual Design Automation Conference 2012, 2012

2009

Energy and bandwidth aware mapping of IPs onto regular NoC architectures using Multi-Objective Genetic Algorithms.

Kshitij Bhardwaj, Rabindra Ku Jena

Proceedings of the 2008 IEEE International Symposium on System-on-Chip, 2009