Résultats de la recherche - decoding (algorithmics OR (algorithm OR algorithm))

Decoding-Time Language Model Alignment with Multiple Objectives par Shi, Ruizhe, Chen, Yifang, Hu, Yushi, Liu, Alisa, Hajishirzi, Hannaneh, Smith, Noah A., Du, Simon S.

Table des matières: “…-objective decoding (MOD)}$, a decoding-time algorithm that outputs the next token from a linear combination…”
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Flag Proxy Networks: Tackling the Architectural, Scheduling, and Decoding Obstacles of Quantum LDPC codes par Vittal, Suhas, Javadi-Abhari, Ali, Cross, Andrew W., Bishop, Lev S., Qureshi, Moinuddin

Table des matières: “… this algorithm for fault-tolerant syndrome extraction on FPNs. {\em Third}, we present two decoders that leverage…”
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Graph Neural Networks for Enhanced Decoding of Quantum LDPC Codes par Gong, Anqi, Cammerer, Sebastian, Renes, Joseph M.

Table des matières: “…-check (LDPC) codes. The proposed algorithm is composed of classical belief propagation (BP) decoding…”
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SignSGD with Federated Voting par Park, Chanho, Poor, H. Vincent, Lee, Namyoon

Table des matières: “… parameter server. SignSGD with majority voting (signSGD-MV) is an effective distributed learning algorithm…”
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HexGen-2: Disaggregated Generative Inference of LLMs in Heterogeneous Environment par Jiang, Youhe, Yan, Ran, Yuan, Binhang

Table des matières: “…Disaggregating the prefill and decoding phases represents an effective new paradigm for generative…”
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Coding Theorem for Generalized Reed-Solomon Codes par Zheng, Xiangping, Ma, Xiao

Table des matières: “… techniques. In the finite-length region, we present an ML decoding algorithm for the generalized RS codes…”
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d2: Improving Reasoning in Diffusion Language Models via Trajectory Likelihood Estimation par Wang, Guanghan, Turok, Gilad, Schiff, Yair, Arriola, Marianne, Kuleshov, Volodymyr

Table des matières: “… gradient algorithm that relies on accurate estimates of the sampling trajectory likelihoods. Because…”
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Estimating Detector Error Models on Google's Willow par Arms, Kregg Elliot, McHugh, Martin James, Nyhan, Joseph Edward, Reus, William Frederick, Ulrich, James Loudon

Table des matières: “… several algorithms to learn DEM parameters and structure from syndromes without using a decoder…”
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Cachemir: Fully Homomorphic Encrypted Inference of Generative Large Language Model with KV Cache par Yu, Ye, Zhou, Yifan, Chen, Yi, Soto, Pedro, Xiong, Wenjie, Li, Meng

Table des matières: “… predominantly rely on an autoregressive decoding strategy, which generates output tokens sequentially…”
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Maximum-Likelihood--Based Position Decoding of Laser Processed Converging Pixel CsI: Tl Detectors for High-Resolution SPECT par Zhang, Xi, Sitek, Arkadiusz, Blackberg, Lisa, Kupinski, Matthew, Furenlid, Lars, Sabet, Hamid

Table des matières: “… architecture, combined with statistical decoding algorithms, provides a promising path toward the development…”
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Simulations of a 2 x 1.5D coded aperture camera for X-ray astronomy par Zand, J. J. M. in 't, Kuiper, L., Ceraudo, F., Evangelista, Y., Hernanz, M., Patruno, A.

Table des matières: “… LEM-X. We here report on a study of two decoding algorithms for this instrument and its imaging…”
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AHASD: Asynchronous Heterogeneous Architecture for LLM Adaptive Drafting Speculative Decoding on Mobile Devices par Zirui, Ma, Zhihua, Fan, Wenxing, Li, Haibin, Wu, Fulin, Zhang, Xiaochun, Ye, Wenming, Li

Table des matières: “…Speculative decoding enhances the inference efficiency of large language models (LLMs…”
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Towards Robust and Accurate Myoelectric Controller Design based on Multi-objective Optimization using Evolutionary Computation par Shaikh, Ahmed Aqeel, Mukhopadhyay, Anand Kumar, Poddar, Soumyajit, Samui, Suman

Table des matières: “… kernelized SVM classifier for decoding the information of surface electromyography (sEMG) signals to infer…”
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Doubly-Iterative Sparsified MMSE Turbo Equalization for OTFS Modulation par Li, Haotian, Yu, Qiyue

Table des matières: “…-input-soft-input (SISO) MMSE estimator and a SISO decoder. Our proposed equalizer does not suffer from…”
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Multiobjective Vehicle Routing Optimization with Time Windows: A Hybrid Approach Using Deep Reinforcement Learning and NSGA-II par Wu, Rixin, Wang, Ran, Hao, Jie, Wu, Qiang, Wang, Ping, Niyato, Dusit

Table des matières: “… genetic algorithm-II (NSGA-II) method is then employed to optimize the outcomes produced by the WADRL…”
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The Power of Iterative Filtering for Supervised Learning with (Heavy) Contamination par Klivans, Adam R., Stavropoulos, Konstantinos, Tian, Kevin, Vasilyan, Arsen

Table des matières: “… and in a list-decodable setting. (3) We obtain the first efficient algorithms for tolerant testable…”
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Dynamic Control Aware Semantic Communication Enabled Image Transmission for Lunar Landing par Zhao, Fangzhou, Sun, Yao, Lan, Jianglin, Imran, Muhammad Ali

Table des matières: “…-performance autonomous landing algorithms, improving landing accuracy while reducing the lander…”
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Kakeya Conjecture and Conditional Kolmogorov Complexity par Polson, Nicholas G., Zantedeschi, Daniel

Table des matières: “…This paper develops an information-theoretic framework for algorithmic complexity under regular…”
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Represented Is Not Computed: A Causal Test of Candidate Algorithmic Intermediates in a Transformer par Darade, Ishita, Thorat, Sushrut

Table des matières: “… are rarely specified precisely enough to define a candidate internal algorithm. Arithmetic offers a cleaner…”
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Automatic Aorta Segmentation with Heavily Augmented, High-Resolution 3-D ResUNet: Contribution to the SEG.A Challenge par Wodzinski, Marek, Müller, Henning

Table des matières: “… to the SEG.A challenge organized during the MICCAI 2023 conference. We propose a fully automated algorithm…”
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