Risultati della ricerca - decoding (algorithm OR Algorithms)

Optimal Task Allocation and Sequencing for Flight Test Based on a Memetic Algorithm With Lexicographic Optimisation di Bei Tian, Gang Xiao, Yu Shen, Xingwei Jiang

Sommario: “...Optimal Task Allocation and Sequencing for Flight Test Based on a Memetic Algorithm...”
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ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design di You, Haoran, Sun, Zhanyi, Shi, Huihong, Yu, Zhongzhi, Zhao, Yang, Zhang, Yongan, Li, Chaojian, Li, Baopu, Lin, Yingyan Celine

Sommario: “... sparsity (e.g., >=50%). To this end, we propose a dedicated algorithm and accelerator co-design framework...”
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Log-Log Domain Sum-Product Algorithm for Information Reconciliation in Continuous-Variable Quantum Key Distribution di Cil, Erdem Eray, Schmalen, Laurent

Sommario: “...In this paper, we present a novel log-log domain sum-product algorithm (SPA) for decoding low...”
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Lil: Less is Less When Applying Post-Training Sparse-Attention Algorithms in Long-Decode Stage di Hu, Junhao, Li, Fangze, Xu, Mingtao, Meng, Feifan, Zhao, Shiju, Hu, Tiancheng, Peng, Ting, Liu, Anmin, Huang, Wenrui, Liu, Chenxu, Hua, Ziyue, Xie, Tao

Sommario: “... algorithm that detects the threshold where information loss exceeds information gain during sparse decoding...”
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SwiftKV: An Edge-Oriented Attention Algorithm and Multi-Head Accelerator for Fast, Efficient LLM Decoding di Zhang, Junming, Zhang, Qinyan, Sun, Huajun, Gao, Feiyang, Hu, Sheng, Nie, Rui, Miao, Xiangshui

Sommario: “..., achieving fast attention inference and efficient decoding on resource-constrained edge accelerators remains...”
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IKFST: IOO and KOO Algorithms for Accelerated and Precise WFST-based End-to-End Automatic Speech Recognition di Zhuang, Zhuoran, Chen, Ye, Luo, Chao, Zhang, Tian-Hao, Zhang, Xuewei, Ma, Jian, Shi, Jiatong, Zhang, Wei

Sommario: “... on this observation, we introduce Keep-Only-One and Insert-Only-One, two decoding algorithms that explicitly exploit...”
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A Quantum Approximate Optimization Algorithm-based Decoder Architecture for NextG Wireless Channel Codes di Kasi, Srikar, Sud, James, Jamieson, Kyle, Ravi, Gokul Subramanian

Sommario: “... processing architecture for FEC decoding, one based on the quantum approximate optimization algorithm (QAOA...”
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Near-Optimal Quantum Algorithm for Finding the Longest Common Substring between Run-Length Encoded Strings di Lee, Tzu-Ching, Lin, Han-Hsuan

Sommario: “...We give a near-optimal quantum algorithm for the longest common substring (LCS) problem between two...”
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LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design di Kong, Rui, Li, Qiyang, Fang, Xinyu, Feng, Qingtian, He, Qingfeng, Dong, Yazhu, Wang, Weijun, Li, Yuanchun, Kong, Linghe, Liu, Yunxin

Sommario: “... to huge inference latency overhead, slowing down the decoding speed by 2.5+ times. In this paper, we...”
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How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model di Gu, Hanxue, Dong, Haoyu, Yang, Jichen, Mazurowski, Maciej A.

Sommario: “... backbone architectures, model components, and fine-tuning algorithms across 18 combinations, and evaluates...”
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OnePiece: The Great Route to Generative Recommendation -- A Case Study from Tencent Algorithm Competition di Cao, Jiangxia, Yang, Shuo, Wang, Zijun, Tan, Qinghai

Sommario: “... in embedding space, e.g, Kuaiformer. (2) Auto-regressive-based framework, employing the beam search to decode...”
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Rethinking Generalized BCIs: Benchmarking 340,000+ Unique Algorithmic Configurations for EEG Mental Command Decoding di Barbaste, Paul, Oullier, Olivier, Vasques, Xavier

Sommario: “...Robust decoding and classification of brain patterns measured with electroencephalography (EEG...”
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SMoE: An Algorithm-System Co-Design for Pushing MoE to the Edge via Expert Substitution di Zhu, Guoying, Li, Meng, Dai, Haipeng, Liu, Xuechen, Wang, Weijun, Li, Keran, xiao, Jun, Chen, Ligeng, Wang, Wei

Sommario: “... that our approach delivers 48% lower decoding latency with over 60% expert cache hit rate, while...”
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Most Likely Sequence Generation for $n$-Grams, Transformers, HMMs, and Markov Chains, by Using Rollout Algorithms di Li, Yuchao, Bertsekas, Dimitri

Sommario: “... decoding is used extensively. ...”
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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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Beyond the Use-and-then-Forget (UatF) Bound: Fixed Point Algorithms for Statistical Max-Min Power Control di Cavalcante, Renato Luis Garrido, Ain, Noor Ul, Miretti, Lorenzo, Stanczak, Slawomir

Sommario: “...) at the decoder. In doing so, we address limitations of UatF-based power control algorithms, which inherit...”
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Constraint programming model and biased random-key genetic algorithm for the single-machine coupled... di Barbosa, Vítor A., Melo, Rafael A.

Sommario: “..., periodical restarts and shakes, and a local search algorithm. Furthermore, the BRKGA's decoder is focused...”
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An Intelligent Trajectory Prediction Algorithm for Reentry Glide Vehicles Based on Physics‐Informed Constraints and Prediction Error Compensation di Yangchao He, Jiong Li, Lei Shao, Tao Zhang, Jikun Ye, Chijun Zhou

Sommario: “...An Intelligent Trajectory Prediction Algorithm for Reentry Glide Vehicles Based on Physics‐Informed...”
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Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges di Li, Senyao, Wang, Haozhao, Xu, Wenchao, Zhang, Rui, Guo, Song, Yuan, Jingling, Zhong, Xian, Zhang, Tianwei, Li, Ruixuan

Sommario: “...-aware offloading, speculative decoding, and modular routing. For training, we review distributed...”
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Cardiac abnormalities from 12‐Lead ECG signals prediction based on deep convolutional neural network optimized with nomadic people optimization algorithm di S. V. Evangelin Sonia, R. Nedunchezhian, M. Rajalakshmi

Sommario: “... network optimized with nomadic people optimization algorithm S. V. Evangelin Sonia R. Nedunchezhian M...”
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