Suchergebnisse - decoding ((algorithm OR Algorithms) OR (algorithmics OR algorithmics))

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

Inhaltsangabe: “… 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 von You, Haoran, Sun, Zhanyi, Shi, Huihong, Yu, Zhongzhi, Zhao, Yang, Zhang, Yongan, Li, Chaojian, Li, Baopu, Lin, Yingyan Celine

Inhaltsangabe: “… sparsity (e.g., >=50%). To this end, we propose a dedicated algorithm and accelerator co-design framework …”
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Research on Aerodynamic Performance Prediction of Airfoils Based on a Fusion Algorithm of Transformer and GAN von MaolinYang, Wang, Yaohui, Jiang, Pingyu

Inhaltsangabe: “… data set and designing a model structure that integrates a Transformer coding-decoding framework …”
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Lil: Less is Less When Applying Post-Training Sparse-Attention Algorithms in Long-Decode Stage von Hu, Junhao, Li, Fangze, Xu, Mingtao, Meng, Feifan, Zhao, Shiju, Hu, Tiancheng, Peng, Ting, Liu, Anmin, Huang, Wenrui, Liu, Chenxu, Hua, Ziyue, Xie, Tao

Inhaltsangabe: “… algorithm that detects the threshold where information loss exceeds information gain during sparse decoding …”
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Efficient and Aesthetic UI Design with a Deep Learning-Based Interface Generation Tree Algorithm von Duan, Shiyu, Zhang, Runsheng, Chen, Mengmeng, Wang, Ziyi, Wang, Shixiao

Inhaltsangabe: “… patterns and long-range dependencies, we propose a Transformer-based interface generation tree algorithm …”
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A Genetic Algorithm-Based Approach for Automated Optimization of Kolmogorov-Arnold Networks in Classification Tasks von Long, Quan, Wang, Bin, Xue, Bing, Zhang, Mengjie

Inhaltsangabe: “… requiring manual intervention and parameter tuning. This paper proposes GA-KAN, a genetic algorithm-based …”
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Multi-Task Genetic Algorithm with Multi-Granularity Encoding for Protein-Nucleotide Binding Site Prediction von Gao, Yiming, Xu, Liuyi, Cui, Pengshan, Qian, Yining, Lu, An-Yang, Wang, Xianpeng

Inhaltsangabe: “… framework that integrates a Multi-Task Genetic Algorithm with Multi-Granularity Encoding to enhance binding …”
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SwiftKV: An Edge-Oriented Attention Algorithm and Multi-Head Accelerator for Fast, Efficient LLM Decoding von Zhang, Junming, Zhang, Qinyan, Sun, Huajun, Gao, Feiyang, Hu, Sheng, Nie, Rui, Miao, Xiangshui

Inhaltsangabe: “… , achieving fast attention inference and efficient decoding on resource-constrained edge accelerators remains …”
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Near-Optimal Quantum Algorithm for Finding the Longest Common Substring between Run-Length Encoded Strings von Lee, Tzu-Ching, Lin, Han-Hsuan

Inhaltsangabe: “… We give a near-optimal quantum algorithm for the longest common substring (LCS) problem between two …”
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IKFST: IOO and KOO Algorithms for Accelerated and Precise WFST-based End-to-End Automatic Speech Recognition von Zhuang, Zhuoran, Chen, Ye, Luo, Chao, Zhang, Tian-Hao, Zhang, Xuewei, Ma, Jian, Shi, Jiatong, Zhang, Wei

Inhaltsangabe: “… 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 von Kasi, Srikar, Sud, James, Jamieson, Kyle, Ravi, Gokul Subramanian

Inhaltsangabe: “… processing architecture for FEC decoding, one based on the quantum approximate optimization algorithm (QAOA …”
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LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design von Kong, Rui, Li, Qiyang, Fang, Xinyu, Feng, Qingtian, He, Qingfeng, Dong, Yazhu, Wang, Weijun, Li, Yuanchun, Kong, Linghe, Liu, Yunxin

Inhaltsangabe: “… to huge inference latency overhead, slowing down the decoding speed by 2.5+ times. In this paper, we …”
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Redundancy-Optimal Constructions of $(1,1)$-Criss-Cross Deletion Correcting Codes with Efficient Encoding/Decoding Algorithms von Liu, Wenhao, Jiang, Zhengyi, Huang, Zhongyi, Hou, Hanxu

Inhaltsangabe: “… 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 von Cavalcante, Renato Luis Garrido, Ain, Noor Ul, Miretti, Lorenzo, Stanczak, Slawomir

Inhaltsangabe: “… ) at the decoder. In doing so, we address limitations of UatF-based power control algorithms, which inherit …”
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An Intelligent Trajectory Prediction Algorithm for Reentry Glide Vehicles Based on Physics‐Informed Constraints and Prediction Error Compensation von Yangchao He, Jiong Li, Lei Shao, Tao Zhang, Jikun Ye, Chijun Zhou

Inhaltsangabe: “… 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 von Li, Senyao, Wang, Haozhao, Xu, Wenchao, Zhang, Rui, Guo, Song, Yuan, Jingling, Zhong, Xian, Zhang, Tianwei, Li, Ruixuan

Inhaltsangabe: “… -aware offloading, speculative decoding, and modular routing. For training, we review distributed …”
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OnePiece: The Great Route to Generative Recommendation -- A Case Study from Tencent Algorithm Competition von Cao, Jiangxia, Yang, Shuo, Wang, Zijun, Tan, Qinghai

Inhaltsangabe: “… 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 von Barbaste, Paul, Oullier, Olivier, Vasques, Xavier

Inhaltsangabe: “… 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 von Zhu, Guoying, Li, Meng, Dai, Haipeng, Liu, Xuechen, Wang, Weijun, Li, Keran, xiao, Jun, Chen, Ligeng, Wang, Wei

Inhaltsangabe: “… 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 von Li, Yuchao, Bertsekas, Dimitri

Inhaltsangabe: “… decoding is used extensively.  …”
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