Suchergebnisse - Decoding (algorithm OR algorithmssic)

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

Inhaltsangabe: “… ) 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 von Tang, Jiancheng, Yang, Qianqian

Inhaltsangabe: “… 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 von Zunker, Andreas, Rübenacke, Marvin, Brink, Stephan ten

Inhaltsangabe: “… 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? von Antonello, Richard, Sarma, Nihita, Tang, Jerry, Song, Jiaru, Huth, Alexander

Inhaltsangabe: “… 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 von Li, Jian, Xu, Bowen, Schwertfeger, Sören

Inhaltsangabe: “… 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 von Shyam, Vasudev, Pilault, Jonathan, Shepperd, Emily, Anthony, Quentin, Millidge, Beren

Inhaltsangabe: “… 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 von Nguyen, Tan Dat, Kim, Ji-Hoon, Choi, Jeongsoo, Choi, Shukjae, Park, Jinseok, Lee, Younglo, Chung, Joon Son

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

Inhaltsangabe: “… 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 von Griffin, Joseph, Yuan, Peihong, Duffy, Ken R., Medard, Muriel

Inhaltsangabe: “… 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 von Dubin, Oren, Oz, Noam, Ron-Zewi, Noga

Inhaltsangabe: “… 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 von Alpay, Faruk, Alakkad, Hamdi

Inhaltsangabe: “… 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 von Hu, Gengyuan, Ouyang, Wanli, Lu, Chao-Yang, Lin, Chen, Zhong, Han-Sen

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

Inhaltsangabe: “… , 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 von Im, Eun Woo, Ali, Muhammad Kashif, Gupta, Vivek

Inhaltsangabe: “… , 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 von Kent, Charles Theodore, Bagheriye, Leila, Kwisthout, Johan

Inhaltsangabe: “… 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 von Tian, Feiyan, Chen, Xiaoming, Guan, Yong Liang, Yuen, Chau

Inhaltsangabe: “… 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 von Galvez, Daniel, Bataev, Vladimir, Xu, Hainan, Kaldewey, Tim

Inhaltsangabe: “… " 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 von Wang, Chenxi, Liu, Zongfang, Yang, Dequan, Chen, Xiuying

Inhaltsangabe: “… . 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 von Jiang, Xiaowei, Zhou, Charles, Duan, Yiqun, Zhao, Ziyi, Do, Thomas, Lin, Chin-Teng

Inhaltsangabe: “… 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 von Lee, Jaeseong, hwang, seung-won, Qiao, Aurick, Oliaro, Gabriele, Wang, Ye, Rajbhandari, Samyam

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