Kshitij Bhardwaj

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 27

Top Topics

Fully Unsupervised

Design Space Exploration

Top Venues

Publications

Zishen Wan, Nandhini Chandramoorthy, Karthik Swaminathan, Pin-Yu Chen, Kshitij Bhardwaj, Vijay Janapa Reddi, Arijit Raychowdhury
MulBERRY: Enabling Bit-Error Robustness for Energy-Efficient Multi-Agent Autonomous Systems. ASPLOS (2) (2024)
Mattia Vezzoli, Lukas Nel, Kshitij Bhardwaj, Rajit Manohar, Maya B. Gokhale
Designing an Energy-Efficient Fully-Asynchronous Deep Learning Convolution Engine. DATE (2024)
Antonios Alexos, Junze Liu, Akash Tiwari, Kshitij Bhardwaj, Sean Hayes, Pierre Baldi, Satish T. S. Bukkapatnam, Suhas Bhandarkar
Machine Learning-Enhanced Prediction of Surface Smoothness for Inertial Confinement Fusion Target Polishing Using Limited Data. CoRR (2023)
Edoardo Debenedetti, Zishen Wan, Maksym Andriushchenko, Vikash Sehwag, Kshitij Bhardwaj, Bhavya Kailkhura
Scaling Compute Is Not All You Need for Adversarial Robustness. CoRR (2023)
Kshitij Bhardwaj, Zishen Wan, Arijit Raychowdhury, Ryan A. Goldhahn
Real-Time Fully Unsupervised Domain Adaptation for Lane Detection in Autonomous Driving. CoRR (2023)
Kshitij Bhardwaj, Zishen Wan, Arijit Raychowdhury, Ryan Goldhahn
Real-Time Fully Unsupervised Domain Adaptation for Lane Detection in Autonomous Driving. DATE (2023)
Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Paul N. Whatmough, Aleksandra Faust, Sabrina M. Neuman, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi
Automatic Domain-Specific SoC Design for Autonomous Unmanned Aerial Vehicles. MICRO (2022)
Kshitij Bhardwaj, James Diffenderfer, Bhavya Kailkhura, Maya B. Gokhale
Unsupervised Test-Time Adaptation of Deep Neural Networks at the Edge: A Case Study. DATE (2022)
Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Ninad Jadhav, Aleksandra Faust, Vijay Janapa Reddi
Roofline Model for UAVs: A Bottleneck Analysis Tool for Onboard Compute Characterization of Autonomous Unmanned Aerial Vehicles. ISPASS (2022)
Kshitij Bhardwaj, James Diffenderfer, Bhavya Kailkhura, Maya B. Gokhale
Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices. ISPASS (2022)
Davide Bertozzi, Kshitij Bhardwaj, Steven M. Nowick
An Asynchronous Soft Macro for Ultra-Low Power Communication in Neuromorphic Computing. AICAS (2022)
Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Ninad Jadhav, Aleksandra Faust, Vijay Janapa Reddi
Roofline Model for UAVs: A Bottleneck Analysis Tool for Onboard Compute Characterization of Autonomous Unmanned Aerial Vehicles. CoRR (2022)
Kshitij Bhardwaj, James Diffenderfer, Bhavya Kailkhura, Maya B. Gokhale
Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices. CoRR (2022)
Davide Bertozzi, Gabriele Miorandi, Alberto Ghiribaldi, Wayne P. Burleson, Greg Sadowski, Kshitij Bhardwaj, Weiwei Jiang, Steven M. Nowick
Cost-Effective and Flexible Asynchronous Interconnect Technology for GALS Systems. IEEE Micro 41 (1) (2021)
Kshitij Bhardwaj, Maya B. Gokhale
Semi-supervised on-device neural network adaptation for remote and portable laser-induced breakdown spectroscopy. CoRR (2021)
Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Paul N. Whatmough, Aleksandra Faust, Sabrina Neuman, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi
Machine Learning-Based Automated Design Space Exploration for Autonomous Aerial Robots. CoRR (2021)
Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Aleksandra Faust, Vijay Janapa Reddi
Roofline Model for UAVs: A Bottleneck Analysis Tool for Designing Compute Systems for Autonomous Drones. CoRR (2021)
Saksham Sharma, Vanshika V. Bhargava, Aditya Kumar Singh, Kshitij Bhardwaj, Sparsh Mittal
Leveraging Prediction Confidence For Versatile Optimizations to CNNs. AIMLSystems (2021)
Sam Likun Xi, Yuan Yao, Kshitij Bhardwaj, Paul N. Whatmough, Gu-Yeon Wei, David Brooks
SMAUG: End-to-End Full-Stack Simulation Infrastructure for Deep Learning Workloads. ACM Trans. Archit. Code Optim. 17 (4) (2020)
Kshitij Bhardwaj, Marton Havasi, Yuan Yao, David M. Brooks, José Miguel Hernández-Lobato, Gu-Yeon Wei
A comprehensive methodology to determine optimal coherence interfaces for many-accelerator SoCs. ISLPED (2020)
Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Paul N. Whatmough, Aleksandra Faust, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi
The Sky Is Not the Limit: A Visual Performance Model for Cyber-Physical Co-Design in Autonomous Machines. IEEE Comput. Archit. Lett. 19 (1) (2020)
Kshitij Bhardwaj, Paolo Mantovani, Luca P. Carloni, Steven M. Nowick
Towards a Complete Methodology for Synthesizing Bundled-Data Asynchronous Circuits on FPGAs. ISLPED (2019)
Kshitij Bhardwaj, Marton Havasi, Yuan Yao, David M. Brooks, José Miguel Hernández-Lobato, Gu-Yeon Wei
Determining Optimal Coherency Interface for Many-Accelerator SoCs Using Bayesian Optimization. IEEE Comput. Archit. Lett. 18 (2) (2019)
Kshitij Bhardwaj, Steven M. Nowick
A Continuous-Time Replication Strategy for Efficient Multicast in Asynchronous NoCs. IEEE Trans. Very Large Scale Integr. Syst. 27 (2) (2019)
Sam Likun Xi, Yuan Yao, Kshitij Bhardwaj, Paul N. Whatmough, Gu-Yeon Wei, David Brooks
SMAUG: End-to-End Full-Stack Simulation Infrastructure for Deep Learning Workloads. CoRR (2019)
Kshitij Bhardwaj, Weiwei Jiang, Steven M. Nowick
Achieving Lightweight Multicast in Asynchronous NoCs Using a Continuous-Time Multi-Way Read Buffer. NOCS (2017)
Kshitij Bhardwaj, Steven M. Nowick
Achieving lightweight multicast in asynchronous networks-on-chip using local speculation. DAC (2016)
Weiwei Jiang, Kshitij Bhardwaj, Geoffray Lacourba, Steven M. Nowick
A Lightweight Early Arbitration Method for Low-Latency Asynchronous 2D-Mesh NoC's. DAC (2015)
Dean Michael Ancajas, Kshitij Bhardwaj, Koushik Chakraborty, Sanghamitra Roy
Wearout Resilience in NoCs Through an Aging Aware Adaptive Routing Algorithm. IEEE Trans. Very Large Scale Integr. Syst. 23 (2) (2015)
Kshitij Bhardwaj, Sanghamitra Roy, Koushik Chakraborty
Power-Performance Yield optimization for MPSoCs using MILP. ISQED (2012)
Kshitij Bhardwaj, Koushik Chakraborty, Sanghamitra Roy
Towards graceful aging degradation in NoCs through an adaptive routing algorithm. DAC (2012)
Kshitij Bhardwaj, Koushik Chakraborty, Sanghamitra Roy
An MILP-based aging-aware routing algorithm for NoCs. DATE (2012)
Kshitij Bhardwaj, Rabindra Ku Jena
Energy and bandwidth aware mapping of IPs onto regular NoC architectures using Multi-Objective Genetic Algorithms. SoC (2009)