Daniel Becking

Orcid: 0000-0002-0459-9781

According to our database¹, Daniel Becking authored at least 7 papers between 2020 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

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Bibliography

2024

Neural Network Coding of Difference Updates for Efficient Distributed Learning Communication.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

2022

History Dependent Significance Coding for Incremental Neural Network Compression.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

FantastIC4: A Hardware-Software Co-Design Approach for Efficiently Running 4Bit-Compact Multilayer Perceptrons.

[BibT_eX]

[DOI]

IEEE Open J. Circuits Syst., 2021

Encoder Optimizations For The NNR Standard On Neural Network Compression.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

ECQ<sup> x</sup>: Explainability-Driven Quantization for Low-Bit and Sparse DNNs.

[BibT_eX]

[DOI]

Proceedings of the xxAI - Beyond Explainable AI, 2020

Learning Sparse & Ternary Neural Networks with Entropy-Constrained Trained Ternarization (EC2T).

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Daniel Becking

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