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

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...”
Testo

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...”
Testo

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...”
Testo

Bounded Distance Decoding for Random Lattices di Gao, Shuhong

Sommario: “...The current paper investigates the bounded distance decoding (BDD) problem for ensembles...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo