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Kartikeya Bhardwaj
Kartikeya Bhardwaj
Electrical and Computer Engineering, Carnegie Mellon University
Verificeret mail på andrew.cmu.edu
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Power-and area-efficient approximate wallace tree multiplier for error-resilient systems
K Bhardwaj, PS Mane, J Henkel
Fifteenth international symposium on quality electronic design, 263-269, 2014
2262014
Memory-and communication-aware model compression for distributed deep learning inference on IoT
K Bhardwaj, CY Lin, A Sartor, R Marculescu
ACM Transactions on Embedded Computing Systems (TECS) 18 (5s), 1-22, 2019
712019
Zico: Zero-shot nas via inverse coefficient of variation on gradients
G Li, Y Yang, K Bhardwaj, R Marculescu
arXiv preprint arXiv:2301.11300, 2023
682023
Dream distillation: A data-independent model compression framework
K Bhardwaj, N Suda, R Marculescu
arXiv preprint arXiv:1905.07072, 2019
592019
Fedmax: Mitigating activation divergence for accurate and communication-efficient federated learning
W Chen, K Bhardwaj, R Marculescu
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021
482021
ACMA: Accuracy-configurable multiplier architecture for error-resilient system-on-chip
K Bhardwaj, PS Mane
2013 8th International Workshop on Reconfigurable and Communication-Centric …, 2013
472013
Collapsible linear blocks for super-efficient super resolution
K Bhardwaj, M Milosavljevic, L O'Neil, D Gope, R Matas, A Chalfin, ...
Proceedings of Machine Learning and Systems 4, 529-547, 2022
432022
Edgeal: A vision for deep learning in the iot era
K Bhardwaj, N Suda, R Marculescu
IEEE Design & Test 38 (4), 37-43, 2019
332019
How does topology influence gradient propagation and model performance of deep networks with densenet-type skip connections?
K Bhardwaj, G Li, R Marculescu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
292021
C3Map and ARPSO based mapping algorithms for energy-efficient regular 3-D NoC architectures
K Bhardwaj, PS Mane
Technical papers of 2014 international symposium on VLSI design, automation …, 2014
222014
K-algorithm: an improved Booth's recoding for optimal fault-tolerant reversible multiplier
K Bhardwaj, BM Deshpande
2013 26th International Conference on VLSI Design and 2013 12th …, 2013
212013
Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities
G Li, D Hoang, K Bhardwaj, M Lin, Z Wang, R Marculescu
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
172024
On network science and mutual information for explaining deep neural networks
B Davis, U Bhatt, K Bhardwaj, R Marculescu, JMF Moura
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
17*2020
New directions in distributed deep learning: Bringing the network at forefront of IoT design
K Bhardwaj, W Chen, R Marculescu
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
92020
Restructurable activation networks
K Bhardwaj, J Ward, C Tung, D Gope, L Meng, I Fedorov, A Chalfin, ...
arXiv preprint arXiv:2208.08562, 2022
82022
Towards cell-based therapeutics: A bio-inspired autonomous drug delivery system
C Lo, K Bhardwaj, R Marculescu
Nano communication networks 12, 25-33, 2017
82017
An autonomous and adaptive bacteria-based drug delivery system
C Lo, K Bhardwaj, R Marculescu
Proceedings of the 3rd ACM International Conference on Nanoscale Computing …, 2016
72016
Dimensionality reduction via community detection in small sample datasets
K Bhardwaj, R Marculescu
Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018
52018
ZiCo-BC: A Bias Corrected Zero-Shot NAS for Vision Tasks
K Bhardwaj, HP Cheng, S Priyadarshi, Z Li
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
32023
A hardware prototype targeting distributed deep learning for on-device inference
AJ Farcas, G Li, K Bhardwaj, R Marculescu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
32020
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Artikler 1–20