Risultati della ricerca - decoding (algorithm OR (algorithmics OR Algorithmsssicics))

Spiffy: Multiplying Diffusion LLM Acceleration via Lossless Speculative Decoding di Agrawal, Sudhanshu, Garrepalli, Risheek, Goel, Raghavv, Lee, Mingu, Lott, Christopher, Porikli, Fatih

Sommario: “... and multi-token unmasking. We demonstrate that when combined with such parallel decoding algorithms, Spiffy...”
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Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS di DeLorenzo, Matthew, Chowdhury, Animesh Basak, Gohil, Vasudev, Thakur, Shailja, Karri, Ramesh, Garg, Siddharth, Rajendran, Jeyavijayan

Sommario: “... to the lack of PPA awareness in conventional transformer decoding algorithms. In response, we present...”
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A Transformer-based Neural Architecture Search Method di Wang, Shang, Tang, Huanrong, Ouyang, Jianquan

Sommario: “..., searching cross multihead attention computation ways for different number of encoder and decoder...”
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Bounded Distance Decoding for Random Lattices di Gao, Shuhong

Sommario: “...The current paper investigates the bounded distance decoding (BDD) problem for ensembles...”
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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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Quantized Distributed Nonconvex Optimization Algorithms with Linear Convergence under the Polyak--$Ł$ojasiewicz Condition di Xu, Lei, Yi, Xinlei, Sun, Jiayue, Shi, Yang, Johansson, Karl H., Yang, Tao

Sommario: “... the required communication capacity, we introduce an encoder--decoder scheme. By integrating them...”
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Check-Agnosia based Post-Processor for Message-Passing Decoding of Quantum LDPC Codes di Crest, Julien du, Garcia-Herrero, Francisco, Mhalla, Mehdi, Savin, Valentin, Valls, Javier

Sommario: “... decoders. To improve their performance, a post-processing algorithm is usually employed. To narrow the gap...”
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FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs di Roy, Shamik, Sengupta, Sailik, Bonadiman, Daniele, Mansour, Saab, Gupta, Arshit

Sommario: “...-Adhering Planning algorithm based on constrained decoding with lookahead heuristic for LLMs. Our algorithm...”
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Generalizing Multi-Step Inverse Models for Representation Learning to Finite-Memory POMDPs di Wu, Lili, Evans, Ben, Islam, Riashat, Seraj, Raihan, Efroni, Yonathan, Lamb, Alex

Sommario: “... algorithms and efficiently applying them to downstream tasks. Prior works studied this problem in high...”
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Spatio-Temporal Encoding and Decoding-Based Method for Future Human Activity Skeleton Synthesis di Liu, Tingyu, Huang, Jun, Weng, Chenyi

Sommario: “... and decoding-based method for future human activity skeleton synthesis. Firstly, algorithms such as time...”
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Improved Explicit Near-Optimal Codes in the High-Noise Regimes di Li, Xin, Mao, Songtao

Sommario: “... that achieve near-optimal rates, as well as efficient or even linear-time decoding algorithms. Our...”
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Iterative Equalization of CPM With Unitary Approximate Message Passing di Liu, Zilong, Song, Yi, Guo, Qinghua, Sun, Peng, Gong, Kexian, Wang, Zhongyong

Sommario: “... framework to integrate equalization, demodulation, and decoding functions. The equalizer employs the unitary...”
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SynDe: Syndrome-guided Decoding of Raw Nanopore Reads di Banerjee, Anisha, Sokolovskii, Roman, Heinis, Thomas, Wachter-Zeh, Antonia, Rosnes, Eirik, Amat, Alexandre Graell i

Sommario: “... and incur significant decoding complexity. To overcome these limitations, we propose two algorithms...”
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High-Speed Decoding of the Binary Golay Code di H. P. Lee

Sommario: “... syndrome Golay code error pattern Recently, some table-lookup decoding algorithms (TLDAs) have been used...”
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Lattice-Code Multiple Access: Architecture and Efficient Algorithms di Yu, Tao Yang. Fangtao, Liu, Rongke, Lyu, Shangxiang, Thompson, John

Sommario: “... by developing a new \emph{rate-constraint sphere decoding} algorithm, significantly outperforming existing LLL...”
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Quantum Low-Density Parity-Check Codes di Vasic, Bane, Savin, Valentin, Pacenti, Michele, Borah, Shantom, Raveendran, Nithin

Sommario: “... decoding algorithms and the development of fault-tolerant protocols operating on QLDPC-encoded quantum...”
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An energy-efficient spiking neural network with continuous learning for self-adaptive brain-machine interface di Biyan, Zhou, Basu, Arindam

Sommario: “... neural decoder, we propose continuous learning approaches with Reinforcement Learning (RL) algorithms...”
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Shortened Polar Codes under Automorphism Ensemble Decoding di Pillet, Charles, Sagitov, Ilshat, Bioglio, Valerio, Giard, Pascal

Sommario: “...In this paper, we propose a low-latency decoding solution of shortened polar codes based...”
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Spectral Efficiency Maximization for DMA-enabled Multiuser MISO with Statistical CSI di Xu, Hao, Ning, Boyu, Ouyang, Chongjun, Yang, Hongwen

Sommario: “..., we consider two decoding rules: minimum mean square error (MMSE) with and without successive...”
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List Decoding Expander-Based Codes up to Capacity in Near-Linear Time di Srivastava, Shashank, Tulsiani, Madhur

Sommario: “...We give a new framework based on graph regularity lemmas, for list decoding and list recovery...”
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