Risultati della ricerca - (endedededededededededededededededededededededeDecoding OR coding) (algorithmics OR algorithm)

Reducing Storage of Pretrained Neural Networks by Rate-Constrained Quantization and Entropy Coding di Conzelmann, Alexander, Bamler, Robert

Sommario: “... algorithm NNCodec. Our code is available at https://github.com/Conzel/cerwu. ...”
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A Neural Network-aided Low Complexity Chase Decoder for URLLC di Testi, Enrico, Paolini, Enrico

Sommario: “...Ultra-reliable low-latency communications (URLLC) demand decoding algorithms that simultaneously...”
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NuFast-Earth: Efficient Atmospheric, Solar, and Supernova Neutrino Propagation Through the Earth di Denton, Peter B., Parke, Stephen J.

Sommario: “... neutrinos will continue to increase. To address these issues, we expand upon our previous algorithm for long...”
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Evaluating the Energy-Efficiency of the Code Generated by LLMs di Islam, Md Arman, Jonnala, Devi Varaprasad, Rekhi, Ritika, Pokharel, Pratik, Cilamkoti, Siddharth, Imran, Asif, Kosar, Tevfik, Turkkan, Bekir

Sommario: “...As the quality of code generated by Large Language Models (LLMs) improves, their adoption...”
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Symplectic Lattices and GKP Codes -- Simple Randomized Constructions from Cryptographic Lattices di Blömer, Johannes, Xiao, Yinzi, Raissi, Zahra, Soltan, Stanislaw

Sommario: “...We construct good GKP (Gottesman-Kitaev-Preskill) codes (in the sense of Conrad, Eisert and Seifert...”
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MaxCode: A Max-Reward Reinforcement Learning Framework for Automated Code Optimization di Ou, Jiefu, Chaudhary, Sapana, Bostrom, Kaj, Weir, Nathaniel, Zhang, Shuai, Rangwala, Huzefa, Karypis, George

Sommario: “... (such as performant CUDA kernels and competition-level CPU code) requires expertise in systems, algorithms...”
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Industrial-Scale Neural Network Clone Detection with Disk-Based Similarity Search di Ahmed, Gul Aftab, Chochlov, Muslim, Razzaq, Abdul, Patten, James Vincent, Han, Yuanhua, Lu, Guoxian, Buckley, Jim, Gregg, David

Sommario: “...Code clones are similar code fragments that often arise from copy-and-paste programming. Neural...”
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CodeRL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment di Jiang, Xue, Dong, Yihong, Liu, Mengyang, Deng, Hongyi, Wang, Tian, Tao, Yongding, Cao, Rongyu, Li, Binhua, Jin, Zhi, Jiao, Wenpin, Huang, Fei, Li, Yongbin, Li, Ge

Sommario: “...While Large Language Models (LLMs) excel at code generation by learning from vast code corpora, a...”
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Low-Complexity PSCL Decoding of Polar Codes di Yao, Xinyuanmeng, Ma, Xiao

Sommario: “... decoding algorithm with low latency and complexity for polar-like codes. To achieve this, we define two...”
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Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities di Wang, Hanbin, Zhou, Xiaoxuan, Xu, Zhipeng, Cheng, Keyuan, Zuo, Yuxin, Tian, Kai, Song, Jingwei, Lu, Junting, Hu, Wenhui, Liu, Xueyang

Sommario: “... and code generation capabilities of Multimodal Large Language Models (MLLMs). It challenges MLLMs...”
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"Don't Do That!": Guiding Embodied Systems through Large Language Model-based Constraint Generation di Seffo, Amin, Djuhera, Aladin, Asai, Masataro, Boche, Holger

Sommario: “... formal description that can be passed on to a planning algorithm. In this paper, we propose STPR, a...”
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Model Cascading for Code: A Cascaded Black-Box Multi-Model Framework for Cost-Efficient Code Completion with Self-Testing di Chen, Boyuan, Zhu, Mingzhi, Dolan-Gavitt, Brendan, Shafique, Muhammad, Garg, Siddharth

Sommario: “...The rapid advancement of large language models (LLMs) has significantly improved code completion...”
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The Quantum Decoding Problem : Tight Achievability Bounds and Application to Regev's Reduction di Blanvillain, Agathe, Chailloux, André, Tillich, Jean-Pierre

Sommario: “... algorithms have an exponential complexity. They also give an information theoretic limit for the code rate...”
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Combining Static Code Analysis and Large Language Models Improves Correctness and Performance of Algorithm Recognition di Neumüller, Denis, Boll, Sebastian, Schüler, David, Tichy, Matthias

Sommario: “... understanding source code, the ability to automatically identify algorithms within source code presents a...”
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Design of Minimum Correlated, Maximal Clique Sets of One-Dimensional Uni-polar (Optical) Orthogonal Codes di Chauhan, Ram Chandra Singh, Singh, Yatindra Nath, Asthana, Rachna

Sommario: “...This paper proposes an algorithm to search a family of multiple sets of minimum correlated one...”
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Distributed Ranges: A Model for Distributed Data Structures, Algorithms, and Views di Brock, Benjamin, Cohn, Robert, Bakshi, Suyash, Karna, Tuomas, Kim, Jeongnim, Nowak, Mateusz, Ślusarczyk, Łukasz, Stefanski, Kacper, Mattson, Timothy G.

Sommario: “...Data structures and algorithms are essential building blocks for programs, and \emph{distributed...”
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Predict and Conquer: Navigating Algorithm Trade-offs with Quantum Design Automation di Thelen, Simon, Mauerer, Wolfgang

Sommario: “... at the source code level, our framework traces key characteristics of quantum-classical algorithms, and uses...”
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Entropy-Reinforced Planning with Large Language Models for Drug Discovery di Liu, Xuefeng, Tien, Chih-chan, Ding, Peng, Jiang, Songhao, Stevens, Rick L.

Sommario: “... illustrate the capabilities of ERP, we tested our algorithm on three code generation benchmarks...”
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Cycles and Cuts in Supersingular L-Isogeny Graphs di Arpin, Sarah, Bowden, Ross, Clements, James, Ghantous, Wissam, LeGrow, Jason T., Maughan, Krystal

Sommario: “... spectral algorithms for computing optimal graph cuts. We provide code and study explicit examples...”
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Fixed-Point-Oriented Programming: A Concise and Elegant Paradigm di Foo, Yong Qi, Cheong, Brian Sze-Kai, Adams, Michael D.

Sommario: “... the implementation of problems involving self-referential computations. These include graph algorithms, static...”
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