Kshitij Bhardwaj

35 papers A* 5A 6B 2Journal 15Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	A	`conf`	Designing an Energy-Efficient Fully-Asynchronous Deep Learning Convolution Engine. DATE Mattia Vezzoli, Lukas Nel, Kshitij Bhardwaj, Rajit Manohar, Maya B. Gokhale
2024	—	`conf`	MulBERRY: Enabling Bit-Error Robustness for Energy-Efficient Multi-Agent Autonomous Systems. ASPLOS (2) Zishen Wan, Nandhini Chandramoorthy, Karthik Swaminathan, Pin-Yu Chen, Kshitij Bhardwaj, Vijay Janapa Reddi, Arijit Raychowdhury
2024	A*	`conf`	Nuclear Fusion Diamond Polishing Dataset. NeurIPS Antonios Alexos, Junze Liu, Shashank Galla, Sean Hayes, Kshitij Bhardwaj, Alexander Schwartz, Monika Biener, Pierre Baldi, Satish T. S. Bukkapatnam, Suhas Bhandarkar
2024	J	`jnl`	PQV-Mobile: A Combined Pruning and Quantization Toolkit to Optimize Vision Transformers for Mobile Applications. CoRR Kshitij Bhardwaj
2023	J	`jnl`	Machine Learning-Enhanced Prediction of Surface Smoothness for Inertial Confinement Fusion Target Polishing Using Limited Data. CoRR Antonios Alexos, Junze Liu, Akash Tiwari, Kshitij Bhardwaj, Sean Hayes, Pierre Baldi, Satish T. S. Bukkapatnam, Suhas Bhandarkar
2023	A	`conf`	Real-Time Fully Unsupervised Domain Adaptation for Lane Detection in Autonomous Driving. DATE Kshitij Bhardwaj, Zishen Wan, Arijit Raychowdhury, Ryan A. Goldhahn
2023	J	`jnl`	Real-Time Fully Unsupervised Domain Adaptation for Lane Detection in Autonomous Driving. CoRR Kshitij Bhardwaj, Zishen Wan, Arijit Raychowdhury, Ryan A. Goldhahn
2023	J	`jnl`	Scaling Compute Is Not All You Need for Adversarial Robustness. CoRR Edoardo Debenedetti, Zishen Wan, Maksym Andriushchenko, Vikash Sehwag, Kshitij Bhardwaj, Bhavya Kailkhura
2022	—	`conf`	An Asynchronous Soft Macro for Ultra-Low Power Communication in Neuromorphic Computing. AICAS Davide Bertozzi, Kshitij Bhardwaj, Steven M. Nowick
2022	A*	`conf`	Automatic Domain-Specific SoC Design for Autonomous Unmanned Aerial Vehicles. MICRO Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Paul N. Whatmough, Aleksandra Faust, Sabrina M. Neuman, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi
2022	B	`conf`	Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices. ISPASS Kshitij Bhardwaj, James Diffenderfer, Bhavya Kailkhura, Maya B. Gokhale
2022	J	`jnl`	Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices. CoRR Kshitij Bhardwaj, James Diffenderfer, Bhavya Kailkhura, Maya B. Gokhale
2022	B	`conf`	Roofline Model for UAVs: A Bottleneck Analysis Tool for Onboard Compute Characterization of Autonomous Unmanned Aerial Vehicles. ISPASS Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Ninad Jadhav, Aleksandra Faust, Vijay Janapa Reddi
2022	J	`jnl`	Roofline Model for UAVs: A Bottleneck Analysis Tool for Onboard Compute Characterization of Autonomous Unmanned Aerial Vehicles. CoRR Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Ninad Jadhav, Aleksandra Faust, Vijay Janapa Reddi
2022	A	`conf`	Unsupervised Test-Time Adaptation of Deep Neural Networks at the Edge: A Case Study. DATE Kshitij Bhardwaj, James Diffenderfer, Bhavya Kailkhura, Maya B. Gokhale
2021	J	`jnl`	Cost-Effective and Flexible Asynchronous Interconnect Technology for GALS Systems. IEEE Micro Davide Bertozzi, Gabriele Miorandi, Alberto Ghiribaldi, Wayne P. Burleson, Greg Sadowski, Kshitij Bhardwaj, Weiwei Jiang, Steven M. Nowick
2021	—	`conf`	Leveraging Prediction Confidence For Versatile Optimizations to CNNs. AIMLSystems Saksham Sharma, Vanshika V. Bhargava, Aditya Kumar Singh, Kshitij Bhardwaj, Sparsh Mittal
2021	J	`jnl`	Machine Learning-Based Automated Design Space Exploration for Autonomous Aerial Robots. CoRR Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Paul N. Whatmough, Aleksandra Faust, Sabrina M. Neuman, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi
2021	J	`jnl`	Semi-supervised on-device neural network adaptation for remote and portable laser-induced breakdown spectroscopy. CoRR Kshitij Bhardwaj, Maya B. Gokhale
2020	A	`conf`	A comprehensive methodology to determine optimal coherence interfaces for many-accelerator SoCs. ISLPED Kshitij Bhardwaj, Marton Havasi, Yuan Yao, David M. Brooks, José Miguel Hernández-Lobato, Gu-Yeon Wei
2020	J	`jnl`	SMAUG: End-to-End Full-Stack Simulation Infrastructure for Deep Learning Workloads. ACM Trans. Archit. Code Optim. Sam Likun Xi, Yuan Yao, Kshitij Bhardwaj, Paul N. Whatmough, Gu-Yeon Wei, David Brooks
2020	J	`jnl`	The Sky Is Not the Limit: A Visual Performance Model for Cyber-Physical Co-Design in Autonomous Machines. IEEE Comput. Archit. Lett. Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Paul N. Whatmough, Aleksandra Faust, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi
2019	J	`jnl`	A Continuous-Time Replication Strategy for Efficient Multicast in Asynchronous NoCs. IEEE Trans. Very Large Scale Integr. Syst. Kshitij Bhardwaj, Steven M. Nowick
2019	J	`jnl`	Determining Optimal Coherency Interface for Many-Accelerator SoCs Using Bayesian Optimization. IEEE Comput. Archit. Lett. Kshitij Bhardwaj, Marton Havasi, Yuan Yao, David M. Brooks, José Miguel Hernández-Lobato, Gu-Yeon Wei
2019	J	`jnl`	SMAUG: End-to-End Full-Stack Simulation Infrastructure for Deep Learning Workloads. CoRR Sam Likun Xi, Yuan Yao, Kshitij Bhardwaj, Paul N. Whatmough, Gu-Yeon Wei, David Brooks
2019	A	`conf`	Towards a Complete Methodology for Synthesizing Bundled-Data Asynchronous Circuits on FPGAs. ISLPED Kshitij Bhardwaj, Paolo Mantovani, Luca P. Carloni, Steven M. Nowick
2018	—	`—`	On Multicast in Asynchronous Networks-on-Chip: Techniques, Architectures, and FPGA Implementation. Kshitij Bhardwaj
2017	—	`conf`	Achieving Lightweight Multicast in Asynchronous NoCs Using a Continuous-Time Multi-Way Read Buffer. NOCS Kshitij Bhardwaj, Weiwei Jiang, Steven M. Nowick
2016	A*	`conf`	Achieving lightweight multicast in asynchronous networks-on-chip using local speculation. DAC Kshitij Bhardwaj, Steven M. Nowick
2015	A*	`conf`	A Lightweight Early Arbitration Method for Low-Latency Asynchronous 2D-Mesh NoC's. DAC Weiwei Jiang, Kshitij Bhardwaj, Geoffray Lacourba, Steven M. Nowick
2015	J	`jnl`	Wearout Resilience in NoCs Through an Aging Aware Adaptive Routing Algorithm. IEEE Trans. Very Large Scale Integr. Syst. Dean Michael Ancajas, Kshitij Bhardwaj, Koushik Chakraborty, Sanghamitra Roy
2012	A	`conf`	An MILP-based aging-aware routing algorithm for NoCs. DATE Kshitij Bhardwaj, Koushik Chakraborty, Sanghamitra Roy
2012	—	`conf`	Power-Performance Yield optimization for MPSoCs using MILP. ISQED Kshitij Bhardwaj, Sanghamitra Roy, Koushik Chakraborty
2012	A*	`conf`	Towards graceful aging degradation in NoCs through an adaptive routing algorithm. DAC Kshitij Bhardwaj, Koushik Chakraborty, Sanghamitra Roy
2009	—	`conf`	Energy and bandwidth aware mapping of IPs onto regular NoC architectures using Multi-Objective Genetic Algorithms. SoC Kshitij Bhardwaj, Rabindra Ku Jena