Résultats de la recherche - Decoding (algorithm OR algorithmicsic)

Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders par Zhu, Xiaofeng, Mandivarapu, Jaya Krishna

Table des matières: “…) a post-processing algorithm that leverages knowledge triplets in RAG context to correct…”
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Rate-Distortion Region for Distributed Indirect Source Coding with Decoder Side Information par Tang, Jiancheng, Yang, Qianqian

Table des matières: “… develop a distributed Blahut-Arimoto (BA) algorithm to numerically compute the rate-distortion function…”
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ORCAS Codes: A Flexible Generalization of Polar Codes with Low-Complexity Decoding par Zunker, Andreas, Rübenacke, Marvin, Brink, Stephan ten

Table des matières: “…Motivated by the need for channel codes with low-complexity soft-decision decoding algorithms, we…”
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How Many Bytes Can You Take Out Of Brain-To-Text Decoding? par Antonello, Richard, Sarma, Nihita, Tang, Jerry, Song, Jiaru, Huth, Alexander

Table des matières: “… practical brain-to-text decoder is likely possible given further algorithmic improvements. …”
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High-Quality, ROS Compatible Video Encoding and Decoding for High-Definition Datasets par Li, Jian, Xu, Bowen, Schwertfeger, Sören

Table des matières: “…Robotic datasets are important for scientific benchmarking and developing algorithms, for example…”
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Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters par Shyam, Vasudev, Pilault, Jonathan, Shepperd, Emily, Anthony, Quentin, Millidge, Beren

Table des matières: “… in parallel through a tree reduction. Our algorithm, called Tree Attention, for parallelizing exact attention…”
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Accelerating Codec-based Speech Synthesis with Multi-Token Prediction and Speculative Decoding par Nguyen, Tan Dat, Kim, Ji-Hoon, Choi, Jeongsoo, Choi, Shukjae, Park, Jinseok, Lee, Younglo, Chung, Joon Son

Table des matières: “… decoding technique that utilises a Viterbi-based algorithm to select the optimal sequence of generated…”
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NeuroIncept Decoder for High-Fidelity Speech Reconstruction from Neural Activity par Khanday, Owais Mujtaba, Pérez-Córdoba, José L., Mir, Mohd Yaqub, Najar, Ashfaq Ahmad, Gonzalez-Lopez, Jose A.

Table des matières: “…This paper introduces a novel algorithm designed for speech synthesis from neural activity…”
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Using a Single-Parity-Check to Reduce the Guesswork of Guessing Codeword Decoding par Griffin, Joseph, Yuan, Peihong, Duffy, Ken R., Medard, Muriel

Table des matières: “…Guessing Codeword Decoding (GCD) is a recently proposed soft-input forward error correction decoder…”
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Efficient Decoding of Double-circulant and Wozencraft Codes from Square-root Errors par Dubin, Oren, Oz, Noam, Ron-Zewi, Noga

Table des matières: “…We present efficient decoding algorithms from square-root errors for two known families of double…”
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Truth-Aware Decoding: A Program-Logic Approach to Factual Language Generation par Alpay, Faruk, Alakkad, Hamdi

Table des matières: “…This paper introduces Truth-Aware Decoding (TAD), a verification-oriented decoding scheme…”
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Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction par Hu, Gengyuan, Ouyang, Wanli, Lu, Chao-Yang, Lin, Chen, Zhong, Han-Sen

Table des matières: “… by the decode algorithms. We introduce GraphQEC, a code-agnostic decoder leveraging machine-learning…”
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Token Constraint Decoding Improves Robustness on Question Answering for Large Language Models par Yao, Jui-Ming, Chen, Hao-Yuan, Tang, Zi-Xian, Tan, Bing-Jia, Peng, Sheng-Wei, Xie, Bing-Cheng, Su, Shun-Feng

Table des matières: “…, we introduce and evaluate Token Constraint Decoding (TCD). This simple yet effective inference-time…”
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Self-Aug: Query and Entropy Adaptive Decoding for Large Vision-Language Models par Im, Eun Woo, Ali, Muhammad Kashif, Gupta, Vivek

Table des matières: “…, an adaptive thresholding algorithm that adaptively adjusts next token candidate size based on the output…”
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Neural Population Decoding and Imbalanced Multi-Omic Datasets For Cancer Subtype Diagnosis par Kent, Charles Theodore, Bagheriye, Leila, Kwisthout, Johan

Table des matières: “… algorithm. We further show that the impact of selecting certain population decoding methods is amplified…”
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Design and Analysis of Massive Uncoupled Unsourced Random Access with Bayesian Joint Decoding par Tian, Feiyan, Chen, Xiaoming, Guan, Yong Liang, Yuen, Chau

Table des matières: “… joint decoding algorithm, including codeword detection and stitching. In particular, we present a…”
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Speed of Light Exact Greedy Decoding for RNN-T Speech Recognition Models on GPU par Galvez, Daniel, Bataev, Vladimir, Xu, Hainan, Kaldewey, Tim

Table des matières: “…" alternative greedy decoding algorithm as well, achieving 1.7x and 1.4x end-to-end speedups when applied to 1.1…”
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Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks par Wang, Chenxi, Liu, Zongfang, Yang, Dequan, Chen, Xiuying

Table des matières: “…. Then, agents interact based on recommendation algorithms and update their strategies through reasoning…”
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Neural Spelling: A Spell-Based BCI System for Language Neural Decoding par Jiang, Xiaowei, Zhou, Charles, Duan, Yiqun, Zhao, Ziyi, Do, Thomas, Lin, Chin-Teng

Table des matières: “… of handwriting with the accessibility of EEG technology, utilizing advanced neural decoding algorithms and pre…”
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OWL: Overcoming Window Length-Dependence in Speculative Decoding for Long-Context Inputs par Lee, Jaeseong, hwang, seung-won, Qiao, Aurick, Oliaro, Gabriele, Wang, Ye, Rajbhandari, Samyam

Table des matières: “… hybrid algorithm combining both tree and non-tree decoding methods. We release all code and datasets…”
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