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Multi-Party Computation in the Head (MPCitH) algorithms are appealing candidates in the additional US NIST standardization rounds for Post-Quantum Cryptography (PQC) with respect to key sizes and mathematical hardness assumptions. However, their comp
Externí odkaz:
http://arxiv.org/abs/2411.12328
Autor:
Strachan, Alexander, Topham, Nigel
Current methods of implementing wireless radio typically take one of two forms; either dedicated fixed-function hardware, or pure Software Defined Radio (SDR). Fixed function hardware is efficient, but being specific to each radio standard it lacks f
Externí odkaz:
http://arxiv.org/abs/2412.10590
Publikováno v:
IISWC 2024
Recently, there has been an extensive research effort in building efficient large language model (LLM) inference serving systems. These efforts not only include innovations in the algorithm and software domains but also constitute developments of var
Externí odkaz:
http://arxiv.org/abs/2408.05499
Question-answering handwritten documents is a challenging task with numerous real-world applications. This paper proposes a novel recognition-based approach that improves upon the previous state-of-the-art on the HW-SQuAD and BenthamQA datasets. Our
Externí odkaz:
http://arxiv.org/abs/2406.17437
Autor:
Sukthanker, Rhea Sanjay, Zela, Arber, Staffler, Benedikt, Klein, Aaron, Purucker, Lennart, Franke, Joerg K. H., Hutter, Frank
The increasing size of language models necessitates a thorough analysis across multiple dimensions to assess trade-offs among crucial hardware metrics such as latency, energy consumption, GPU memory usage, and performance. Identifying optimal model c
Externí odkaz:
http://arxiv.org/abs/2405.10299
Publikováno v:
In Advances in Space Research 1 January 2025 75(1):1459-1469
Autor:
Atitallah, Ahmed Ben1 abenatitallah@ju.edu.sa
Publikováno v:
Traitement du Signal. Aug2024, Vol. 41 Issue 4, p2135-2142. 8p.
Mixed-precision neural network (MPNN) that utilizes just enough data width for the neural network processing is an effective approach to meet the stringent resources constraints including memory and computing of MCUs. Nevertheless, there is still a l
Externí odkaz:
http://arxiv.org/abs/2407.18267
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