Risultati della ricerca - Decoding ((algorithm OR algorithmssic) OR (algorithmics OR algorithmics))

Metabolic Landscape Decoding: A Machine Learning Approach to Predicting Immunotherapy Response Across Cancer Types di Cong Jin, Yuanyuan Ma, Jiali Yao, Xin Li, Tingting Ma, Li Li

Sommario: “...Metabolic Landscape Decoding: A Machine Learning Approach to Predicting Immunotherapy Response...”
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Decoding cognitive health using machine learning: A comprehensive evaluation for diagnosis of significant memory concern di M. Sajid, R. Sharma, I. Beheshti, M. Tanveer

Sommario: “...Decoding cognitive health using machine learning: A comprehensive evaluation for diagnosis...”
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Iterative Joint Detection of Kalman Filter and Channel Decoder for Sensor-to-Controller Link in Wireless Networked Control Systems di Piao, Jinnan, Li, Dong, Sun, Yiming, Li, Zhibo, Yang, Ming, Yu, Xueting

Sommario: “...In this letter, we propose an iterative joint detection algorithm of Kalman filter (KF) and channel...”
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Redundancy-Optimal Constructions of $(1,1)$-Criss-Cross Deletion Correcting Codes with Efficient Encoding/Decoding Algorithms di Liu, Wenhao, Jiang, Zhengyi, Huang, Zhongyi, Hou, Hanxu

Sommario: “... complete encoding, decoding, and data recovery algorithms for parameters $n \ge 11$ and $q \ge 3...”
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Scalable Constant-Time Logical Gates for Large-Scale Quantum Computation Using Window-Based Correlated Decoding di Zhang, Jiaxuan, Chen, Zhao-Yun, Li, Jia-Ning, Wei, Tian-Hao, Liu, Huan-Yu, Zhuang, Xi-Ning, Li, Qing-Song, Wu, Yu-Chun, Guo, Guo-Ping

Sommario: “.... Recently work proposed correlated decoding and ``algorithmic fault tolerance" to achieve constant-time...”
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Anatomical Region Recognition and Real-time Bone Tracking Methods by Dynamically Decoding A-Mode Ultrasound Signals di Lan, Bangyu, Stramigioli, Stefano, Niu, Kenan

Sommario: “... inability to directly measure joint angles requires complex algorithms for kinematic estimation. To address...”
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Control-DAG: Constrained Decoding for Non-Autoregressive Directed Acyclic T5 using Weighted Finite State Automata di Chen, Jinghong, Lin, Weizhe, Mei, Jingbiao, Byrne, Bill

Sommario: “... names. We introduce Control-DAG, a constrained decoding algorithm for our Directed Acyclic T5 (DA-T5...”
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From Quarter to All: Accelerating Speculative LLM Decoding via Floating-Point Exponent Remapping and Parameter Sharing di Zhao, Yushu, Qin, Yubin, Wang, Yang, Yang, Xiaolong, Han, Huiming, Wei, Shaojun, Hu, Yang, Yin, Shouyi

Sommario: “... extra overheads. We propose SPEQ, an algorithm-hardware co-designed speculative decoding method...”
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SpecMoE: A Fast and Efficient Mixture-of-Experts Inference via Self-Assisted Speculative Decoding di Bang, Jehyeon, Cho, Eunyeong, Hwang, Ranggi, Chung, Jinha, Rhu, Minsoo

Sommario: “...-efficient MoE inference system based on our self-assisted speculative decoding algorithm. SpecMoE...”
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SJD++: Improved Speculative Jacobi Decoding for Training-free Acceleration of Discrete Auto-regressive Text-to-Image Generation di Teng, Yao, Jiang, Zhihuan, Shi, Han, Liu, Xian, Ning, Xuefei, Dai, Guohao, Wang, Yu, Li, Zhenguo, Liu, Xihui

Sommario: “... Speculative Jacobi Decoding++ (SJD++), a training-free probabilistic parallel decoding algorithm. Unlike...”
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Volume-Wise Task fMRI Decoding with Deep Learning:Enhancing Temporal Resolution and Cognitive Function Analysis di Wu, Yueyang, Yang, Sinan, Wang, Yanming, He, Jiajie, Pathan, Muhammad Mohsin, Qiu, Bensheng, Wang, Xiaoxiao

Sommario: “... processes. The study further employs visualization algorithms to investigate dynamic brain mappings during...”
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Density Evolution Analysis of Generalized Low-density Parity-check Codes under a Posteriori Probability Decoder di Chang, Dongxu, Peng, Qingqing, Ma, Zhiming, Wang, Guanghui, Yin, Dawei

Sommario: “..., on the BI-AWGN channel, we apply and improve the Gaussian approximation algorithm in the density evolution...”
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Do GNN-based QEC Decoders Require Classical Knowledge? Evaluating the Efficacy of Knowledge Distillation from MWPM di Ikeda, Ryota

Sommario: “... knowledge from classical algorithms like Minimum Weight Perfect Matching (MWPM) to GNNs, a technique known...”
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Improving Continuous Grasp Force Decoding from EEG with Time-Frequency Regressors and Premotor-Parietal Network Integration di Dangi, Parth G., Meena, Yogesh Kumar

Sommario: “... the effectiveness of BMI applications for fine motor tasks. Current models tend to prioritise algorithmic complexity...”
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CoCoA: Confidence and Context-Aware Adaptive Decoding for Resolving Knowledge Conflicts in Large Language Models di Khandelwal, Anant, Gupta, Manish, Agrawal, Puneet

Sommario: “... (Confidence- and Context-Aware Adaptive Decoding), a novel token-level algorithm for principled conflict...”
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A Tensor-Train Framework for Bayesian Inference in High-Dimensional Systems: Applications to MIMO Detection and Channel Decoding di Schmid, Luca, Sulz, Dominik, Chimmalgi, Shrinivas, Schmalen, Laurent

Sommario: “...-cross algorithm initialized with a truncated Taylor-series. To demonstrate the generality...”
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Overcoming the High Error Rate of Composite DNA Letters‐Based Digital Storage through Soft‐Decision Decoding di Yaping Xu, Lulu Ding, Shigang Wu, Jue Ruan

Sommario: “... Decoding Yaping Xu Lulu Ding Shigang Wu Jue Ruan Advanced Science AbstractComposite DNA letters, by merging...”
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ArDI: Machine‐Learning‐Driven Raman Phase Analysis for Decoding Complex Mineral Assemblages in Fluid Inclusions di S. Smirnov, R. Shendrik, A. Myasnikova, P. Plechov

Sommario: “...ArDI: Machine‐Learning‐Driven Raman Phase Analysis for Decoding Complex Mineral Assemblages...”
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Decoding Visual Experience and Mapping Semantics through Whole-Brain Analysis Using fMRI Foundation Models di Wang, Yanchen, Turnbull, Adam, Xiang, Tiange, Xu, Yunlong, Zhou, Sa, Masoud, Adnan, Azizi, Shekoofeh, Lin, Feng Vankee, Adeli, Ehsan

Sommario: “... and cognitive states can emerge from observing different scenes. In this paper, we develop algorithms to enhance...”
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SnapMLA: Efficient Long-Context MLA Decoding via Hardware-Aware FP8 Quantized Pipelining di Zhang, Yifan, Su, Zunhai, Hu, Shuhao, Yang, Rui, Wu, Wei, Qian, Yulei, Xie, Yuchen, Cai, Xunliang

Sommario: “... long-context efficiency through the following hardware-aware algorithm-kernel co-optimization...”
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