Partha Maji
Orcid: 0000-0002-1919-1228Affiliations:
- Arm ML Research Lab, Cambridge, UK
According to our database1,
Partha Maji
authored at least 16 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Internet Things J., April, 2024
2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
CoRR, 2021
An Underexplored Dilemma between Confidence and Calibration in Quantized Neural Networks.
CoRR, 2021
Stochastic-Shield: A Probabilistic Approach Towards Training-Free Adversarial Defense in Quantized CNNs.
CoRR, 2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Towards Efficient Point Cloud Graph Neural Networks Through Architectural Simplification.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
2020
PhD thesis, 2020
CoRR, 2020
2019
Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs.
Proceedings of the 2nd Workshop on Energy Efficient Machine Learning and Cognitive Computing for Embedded Applications, 2019
2018
Entropy, 2018
2017
ADaPT: optimizing CNN inference on IoT and mobile devices using approximately separable 1-D kernels.
Proceedings of the 1st International Conference on Internet of Things and Machine Learning, 2017
1D-FALCON: Accelerating Deep Convolutional Neural Network Inference by Co-optimization of Models and Underlying Arithmetic Implementation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
2010
J. Syst. Archit., 2010
2009
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009
Proceedings of the IEEE 23rd International Conference on Advanced Information Networking and Applications, 2009