Risultati della ricerca - Decoding (algorithmsssic OR algorithm)

Chase-like Decoding: Test Pattern Design and Performance Analysis di Janz, Tim, Obermüller, Simon, Zunker, Andreas, Brink, Stephan ten

Sommario: “...Chase-like decoding algorithms are a popular choice for soft-input decoding of algebraic codes...”
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Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies di Li, Siyang, Wang, Hongbin, Chen, Xiaoqing, Wu, Dongrui

Sommario: “.... This review highlights the core decoding algorithms that enable multimodal BCIs, including a dissection...”
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Robust Multi-Objective Controlled Decoding of Large Language Models di Son, Seongho, Bankes, William, Yoon, Sangwoong, Ramesh, Shyam Sundhar, Tang, Xiaohang, Bogunovic, Ilija

Sommario: “...We introduce Robust Multi-Objective Decoding (RMOD), a novel inference-time algorithm that robustly...”
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Accelerating OpenPangu Inference on NPU via Speculative Decoding di Dai, Yuntao, Wu, Jing, Gu, Hang, Wang, Teng

Sommario: “... algorithms on domestic infrastructure, this study presents an end-to-end speculative inference acceleration...”
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Language-Informed Beam Search Decoding for Multilingual Machine Translation di Yang, Yilin, Lee, Stefan, Tadepalli, Prasad

Sommario: “... search. We then propose Language-informed Beam Search (LiBS), a general decoding algorithm incorporating...”
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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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Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation di Li, Yiwei, Mi, Fei, Li, Yitong, Wang, Yasheng, Sun, Bin, Feng, Shaoxiong, Li, Kan

Sommario: “... to adjust the decoding process in a unified framework. Besides, our adaptive algorithm can not only be used...”
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Dataset Refinement for Improving the Generalization Ability of the EEG Decoding Model di Kim, Sung-Jin, Lee, Dae-Hyeok, Han, Hyeon-Taek

Sommario: “... in the EEG dataset. In this paper, we addressed this issue by designing a dataset refinement algorithm...”
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Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding di Jinnai, Yuu, Ariu, Kaito

Sommario: “... is the medoid identification problem. AMBR uses the Correlated Sequential Halving (CSH) algorithm (Baharav...”
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Learning Exemplar Representations in Single-Trial EEG Category Decoding di Kilgallen, Jack, Pearlmutter, Barak, Siskind, Jeffery Mark

Sommario: “... the training and testing sets, almost any classification algorithm is capable of learning the representation...”
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BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms di Hou, Yunlong, Zhang, Fengzhuo, Du, Cunxiao, Zhang, Xuan, Pan, Jiachun, Pang, Tianyu, Du, Chao, Tan, Vincent Y. F., Yang, Zhuoran

Sommario: “...-based hyperparameter selection algorithms, UCBSpec and EXP3Spec, are designed and analyzed in terms of a...”
Testo

Controlled LLM Decoding via Discrete Auto-regressive Biasing di Pynadath, Patrick, Zhang, Ruqi

Sommario: “... controlled decoding algorithm that leverages gradients while operating entirely in the discrete text domain...”
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Encoder-Decoder Diffusion Language Models for Efficient Training and Inference di Arriola, Marianne, Schiff, Yair, Phung, Hao, Gokaslan, Aaron, Kuleshov, Volodymyr

Sommario: “... algorithms that invoke the full network at every denoising step and incur high computational cost. Our key...”
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When Drafts Evolve: Speculative Decoding Meets Online Learning di Qian, Yu-Yang, Wu, Hao-Cong, Fu, Yichao, Zhang, Hao, Zhao, Peng

Sommario: “...'s acceleration rate, and develop novel algorithms via modern online learning techniques, including optimistic...”
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Scalable Neural Decoders for Practical Fault-Tolerant Quantum Computation di Gu, Andi, Ataides, J. Pablo Bonilla, Lukin, Mikhail D., Yelin, Susanne F.

Sommario: “..., current decoding algorithms do not allow one to realize the full potential of these codes in practical...”
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STree: Speculative Tree Decoding for Hybrid State-Space Models di Wu, Yangchao, Qin, Zongyue, Wong, Alex, Soatto, Stefano

Sommario: “... scalable algorithm to perform tree-based speculative decoding in state-space models (SSMs) and hybrid...”
Testo

SpecMamba: Accelerating Mamba Inference on FPGA with Speculative Decoding di Zhong, Linfeng, Xu, Songqiang, Wen, Huifeng, Xie, Tong, Guo, Qingyu, Wang, Yuan, Li, Meng

Sommario: “... features system, algorithm, and hardware co-design. At the system level, we present a memory-aware hybrid...”
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High Rate Efficient Local List Decoding from HDX di Dikstein, Yotam, Hopkins, Max, Impagliazzo, Russell, Pitassi, Toniann

Sommario: “... for the complexity theoretic task of hardness amplification. Our algorithms run in polylogarithmic time and sub...”
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Two Step SOVA-Based Decoding Algorithm for Tailbiting Codes di Ortin, Jorge, Garcia, Paloma, Gutierrez, Fernando, Valdovinos, Antonio

Sommario: “...In this work we propose a novel decoding algorithm for tailbiting convolutional codes and evaluate...”
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Decoding Analog Subspace Codes: Algorithms for Character-Polynomial Codes di Riasat, Samin, Mahdavifar, Hessam

Sommario: “...We propose efficient minimum-distance decoding and list-decoding algorithms for a certain class...”
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