Risultati della ricerca - Decoding (algorithm OR (algorithmics OR algorithmics))

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

Sommario: “...) 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 di Tang, Jiancheng, Yang, Qianqian

Sommario: “... 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 di Zunker, Andreas, Rübenacke, Marvin, Brink, Stephan ten

Sommario: “...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? di Antonello, Richard, Sarma, Nihita, Tang, Jerry, Song, Jiaru, Huth, Alexander

Sommario: “... 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 di Li, Jian, Xu, Bowen, Schwertfeger, Sören

Sommario: “...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 di Shyam, Vasudev, Pilault, Jonathan, Shepperd, Emily, Anthony, Quentin, Millidge, Beren

Sommario: “... 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 di Nguyen, Tan Dat, Kim, Ji-Hoon, Choi, Jeongsoo, Choi, Shukjae, Park, Jinseok, Lee, Younglo, Chung, Joon Son

Sommario: “... 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 di Khanday, Owais Mujtaba, Pérez-Córdoba, José L., Mir, Mohd Yaqub, Najar, Ashfaq Ahmad, Gonzalez-Lopez, Jose A.

Sommario: “...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 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...”
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Efficient Decoding of Double-circulant and Wozencraft Codes from Square-root Errors di Dubin, Oren, Oz, Noam, Ron-Zewi, Noga

Sommario: “...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 di Alpay, Faruk, Alakkad, Hamdi

Sommario: “...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 di Hu, Gengyuan, Ouyang, Wanli, Lu, Chao-Yang, Lin, Chen, Zhong, Han-Sen

Sommario: “... 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 di Yao, Jui-Ming, Chen, Hao-Yuan, Tang, Zi-Xian, Tan, Bing-Jia, Peng, Sheng-Wei, Xie, Bing-Cheng, Su, Shun-Feng

Sommario: “..., 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 di Im, Eun Woo, Ali, Muhammad Kashif, Gupta, Vivek

Sommario: “..., 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 di Kent, Charles Theodore, Bagheriye, Leila, Kwisthout, Johan

Sommario: “... 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 di Tian, Feiyan, Chen, Xiaoming, Guan, Yong Liang, Yuen, Chau

Sommario: “... 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 di Galvez, Daniel, Bataev, Vladimir, Xu, Hainan, Kaldewey, Tim

Sommario: “..." 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 di Wang, Chenxi, Liu, Zongfang, Yang, Dequan, Chen, Xiuying

Sommario: “.... 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 di Jiang, Xiaowei, Zhou, Charles, Duan, Yiqun, Zhao, Ziyi, Do, Thomas, Lin, Chin-Teng

Sommario: “... 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 di Lee, Jaeseong, hwang, seung-won, Qiao, Aurick, Oliaro, Gabriele, Wang, Ye, Rajbhandari, Samyam

Sommario: “... hybrid algorithm combining both tree and non-tree decoding methods. We release all code and datasets...”
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