Risultati della ricerca - decoding (algorithm OR Algorithmsssic)

Specialising and Analysing Instruction-Tuned and Byte-Level Language Models for Organic Reaction Prediction di Pang, Jiayun, Vulić, Ivan

Sommario: “... of (SMILES-oriented) pretraining, fine-tuning sample efficiency, and decoding algorithms at inference. Our...”
Testo

Efficient MoE Serving in the Memory-Bound Regime: Balance Activated Experts, Not Tokens di Yu, Yanpeng, Ma, Haiyue, Agarwal, Krish, Oswald, Nicolai, Huang, Qijing, Linsenmaier, Hugo, Mei, Chunhui, Zhao, Ritchie, Borkar, Ritika, Rouhani, Bita Darvish, Nellans, David, Krashinsky, Ronny, Khandelwal, Anurag

Sommario: “... processing is memory-bound - a common occurrence in MoE serving, especially in the decode phase. Our analysis...”
Testo

Colour Codes Reach Surface Code Performance using Vibe Decoding di Koutsioumpas, Stergios, Noszko, Tamas, Sayginel, Hasan, Webster, Mark, Roffe, Joschka

Sommario: “... with the fact that localised statistics decoding is a parallel algorithm, makes VibeLSD suitable...”
Testo

Decodable hybrid dynamics of open quantum systems with Z_2 symmetry di Li, Yaodong, Fisher, Matthew P. A.

Sommario: “... decoding algorithm for recovering an arbitrary initial qubit state in the code space, assuming knowledge...”
Testo

ReST-RL: Achieving Accurate Code Reasoning of LLMs with Optimized Self-Training and Decoding di Zhoubian, Sining, Zhang, Dan, Tang, Jie

Sommario: “... that significantly improves LLM's code reasoning ability by combining an improved GRPO algorithm with a meticulously...”
Testo

Decoding Algorithms for Symbol-Error Correction in MDS Array Codes via Superregular Matrices di Zanitti, Débora Beatriz Claro, Teixeira, Isabella Silva, Alves, Carina, Garde, Ivan Aritz Aldaya, Benedito, Cintya Wink de Oliveira

Sommario: “.... In this paper, we investigate the construction and decoding of MDS array codes over $\mathbb{F}_q^b$ based...”
Testo

Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms di Trabelsi, Firas, Vilar, David, Finkelstein, Mara, Freitag, Markus

Sommario: “...Minimum Bayes Risk (MBR) decoding is a powerful decoding strategy widely used for text generation...”
Testo

Reinforcement Learning for Enhanced Advanced QEC Architecture Decoding di Zhou, Yidong, Kong, Lingyi, Peng, Yifeng, Liang, Zhiding

Sommario: “... algorithms to address the multifaceted nature of the decoding problem, considering factors such as code...”
Testo

Turbo-Annihilation of Hook Errors in Stabilizer Measurement Circuits di Pacenti, Michele, Pradhan, Asit K., Borah, Shantom K., Vasic, Bane

Sommario: “...We propose a scalable decoding framework for correcting correlated hook errors in stabilizer...”
Testo

Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity di Metel, Michael R., Lu, Peng, Chen, Boxing, Rezagholizadeh, Mehdi, Kobyzev, Ivan

Sommario: “... (self-)speculative decoding techniques, our method does not require fine-tuning or black-box...”
Testo

On the High-Rate FDPC Codes: Construction, Encoding, and a Generalization di Moradi, Mohsen, Rabeti, Sheida, Mahdavifar, Hessam

Sommario: “... algorithm. Numerical results demonstrate the fast convergence of the message-passing decoder for FDPC codes. ...”
Testo

Multi-Candidate Speculative Decoding di Yang, Sen, Huang, Shujian, Dai, Xinyu, Chen, Jiajun

Sommario: “... their generating text autoregressively is time-consuming. One way to speed them up is speculative decoding, which...”
Testo

Performance-Complexity-Latency Trade-offs of Concatenated RS-SDBCH Codes di Sukmadji, Alvin Y., Kschischang, Frank R.

Sommario: “... Chase-algorithm-based soft-decision-decoded Bose--Ray-Chaudhuri--Hocquenghem codes, and four-level pulse...”
Testo

Protograph-Based LDPC Codes with Local Irregularity di Wüst, Vincent, Cil, Erdem Eray, Schmalen, Laurent

Sommario: “...) algorithm to estimate decoding thresholds on the binary input additive white Gaussian noise channel, perform...”
Testo

Richer Representations for Neural Algorithmic Reasoning via Auxiliary Reconstruction di Huang, Jiafu, Peng, Chao, Xu, Chenyang, Yang, Zhengfeng, Cai, Kecheng, Zhang, Chenhao, Wang, Yi, Gong, Yiwei, Zhou, Wanqin, Zheng, Irene

Sommario: “... algorithmic steps, and the decoder reconstructs output states. While prior work has focused on improving...”
Testo

Using a Single-Parity-Check to Reduce the Guesswork of Guessing Codeword Decoding di Griffin, Joseph, Yuan, Peihong, Duffy, Ken R., Medard, Muriel

Sommario: “...Guessing Codeword Decoding (GCD) is a recently proposed soft-input forward error correction decoder...”
Testo

Optimum Power-Subcarrier Allocation and Time-Sharing in Multicarrier NOMA Uplink di Bhattacharya, Sagnik, Rajabalifardi, Kamyar, Mohsin, Muhammad Ahmed, Cioffi, John M.

Sommario: “... time-sharing algorithm that dynamically alters the decoding orders of the participating users...”
Testo

An Algorithm Board in Neural Decoding di Feng, Jingyi, Yang, Kai

Sommario: “...Understanding the mechanisms of neural encoding and decoding has always been a highly interesting...”
Testo

WIND: Accelerated RNN-T Decoding with Windowed Inference for Non-blank Detection di Xu, Hainan, Bataev, Vladimir, Grigoryan, Lilit, Ginsburg, Boris

Sommario: “... the model to quickly locate non-blank predictions during decoding, resulting in significant speed-ups. We...”
Testo

Information compression via hidden subgroup quantum autoencoders di Liu, Feiyang, Bian, Kaiming, Meng, Fei, Zhang, Wen, Dahlsten, Oscar

Sommario: “..., from which the input data can be recovered by the decoder. In illustrative examples, our algorithm...”
Testo