Risultati della ricerca - decoding (algorithm OR Algorithms)

Break the Sequential Dependency of LLM Inference Using Lookahead Decoding di Fu, Yichao, Bailis, Peter, Stoica, Ion, Zhang, Hao

Sommario: “..., parallel decoding algorithm that accelerates LLM decoding without needing auxiliary models or data stores...”
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Near-Optimal Generalized Decoding of Polar-like Codes di Yuan, Peihong, Duffy, Ken R., Médard, Muriel

Sommario: “.... This approximation is based on an auxiliary distribution that mimics the dynamics of decoding algorithms following...”
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Achievable Rates of Nanopore-based DNA Storage di McBain, Brendon, Viterbo, Emanuele

Sommario: “... algorithms are derived for efficient soft decoding of nanopore signals using NNC-Scrappie. Previously...”
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RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs di Li, Hongliang, Zhang, Jiaxin, Liao, Wenhui, Peng, Dezhi, Ding, Kai, Jin, Lianwen

Sommario: “... performance and efficiency: decoder-only architectures achieve higher performance but lower efficiency, while...”
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Optimized Soft-Aided Decoding of OFEC and Staircase Codes di Rapp, Lukas, Miao, Sisi, Schmalen, Laurent

Sommario: “...We propose a novel soft-aided hard-decision decoding algorithm for general product-like codes...”
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Unique Decoding of Hyperderivative Reed-Solomon Codes di Gu, Haojie, Zhang, Jun

Sommario: “.... Specifically, we propose a Welch-Berlekamp algorithm for the unique decoding of NRT HRS codes. ...”
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Exploring Distortion Prior with Latent Diffusion Models for Remote Sensing Image Compression di Li, Junhui, Li, Jutao, Hou, Xingsong, Wang, Huake

Sommario: “...Deep learning-based image compression algorithms typically focus on designing encoding and decoding...”
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Exact Decoding of Repetition Code under Circuit Level Noise di Cao, Hanyan, Zhao, Shoukuan, Feng, Dongyang, Shen, Zisong, Yan, Haisheng, Su, Tang, Sun, Weijie, Xu, Huikai, Pan, Feng, Yu, Haifeng, Zhang, Pan

Sommario: “... an optimal maximum likelihood decoding algorithm called planar. The algorithm is based on the exact solution...”
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Sum-Rate Maximization for Movable-Antenna Array Enhanced Downlink NOMA Systems di Li, Nianzu, Wu, Peiran, Zhu, Lipeng, Mei, Weidong, Ning, Boyu, Ng, Derrick Wing Kwan

Sommario: “... optimization algorithm to obtain an effective suboptimal solution. Specifically, in stage one, the SIC decoding...”
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Task Decoding based on Eye Movements using Synthetic Data Augmentation di Sadhu, Shanmuka, Baran, Arca, Pandey, Preeti, Kumar, Ayush

Sommario: “..., etc. The outcome of traditional machine learning algorithms used for decoding tasks based on eye...”
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CAS-Spec: Cascade Adaptive Self-Speculative Decoding for On-the-Fly Lossless Inference Acceleration of LLMs di Ning, Zhiyuan, Shao, Jiawei, Xu, Ruge, Guo, Xinfei, Zhang, Jun, Zhang, Chi, Li, Xuelong

Sommario: “... cascade algorithms are inefficient when applied to self-speculative decoding methods. We introduce a...”
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User Clustering for Coexistence between Near-field and Far-field Communications di Wang, Kaidi, Ding, Zhiguo, Karagiannidis, George K.

Sommario: “... facilitates the design of the proposed clustering algorithm. The optimal decoding order in each cluster...”
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Low-Complexity Ordered Reliability Direct Error Pattern Testing (ORDEPT) Decoding with Likelihood Thresholding di Hadavian, Reza, Truhachev, Dmitri

Sommario: “... from the ORDEPT decoding algorithm which tests a list of partial error patterns organized in the order...”
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The Optimization of Random Tree Codes for Limited Computational Resources di Bacinoglu, B. Tan

Sommario: “... ensembles under a sequential decoding algorithm with a hard computational limit and consider...”
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FLASH Viterbi: Fast and Adaptive Viterbi Decoding for Modern Data Systems di Deng, Ziheng, Liu, Xue, Jiang, Jiantong, Li, Yankai, Deng, Qingxu, Yang, Xiaochun

Sommario: “... experiments show that our algorithms consistently outperform existing baselines in both decoding time...”
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How Many Bytes Can You Take Out Of Brain-To-Text Decoding? di Antonello, Richard, Sarma, Nihita, Tang, Jerry, Song, Jiaru, Huth, Alexander

Sommario: “... practical brain-to-text decoder is likely possible given further algorithmic improvements. ...”
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Fast Successive-Cancellation Decoding of 2 x 2 Kernel Non-Binary Polar Codes: Identification, Decoding and Simplification di Farsiabi, Ali, Ebrahimzad, Hamid, Ardakani, Masoud, Li, Chuandong

Sommario: “...Non-binary polar codes (NBPCs) decoded by successive cancellation (SC) algorithm have remarkable...”
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Gradient Flow Decoding di Wadayama, Tadashi, Wei, Lantian

Sommario: “...This paper presents the Gradient Flow (GF) decoding for LDPC codes. GF decoding, a continuous-time...”
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Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge di Xiao, Bin, Shi, Chunan, Nie, Xiaonan, Yang, Fan, Deng, Xiangwei, Su, Lei, Chen, Weipeng, Cui, Bin

Sommario: “... transfer instead of computation. Recently, parallel decoding, a type of speculative decoding algorithms...”
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Taming Masked Diffusion Language Models via Consistency Trajectory Reinforcement Learning with Fewer Decoding Step di Yang, Jingyi, Chen, Guanxu, Hu, Xuhao, Shao, Jing

Sommario: “... to autoregressive (AR) language models, offering properties such as parallel decoding, flexible generation orders...”
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