Risultati della ricerca - (Decoding OR coding) algorithm

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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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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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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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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DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer di Wei, Jinfeng, Zhang, Xiaofeng

Sommario: “...-examines the sequence of generated tokens, allowing the algorithm to reallocate token selection to better...”
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Adaptively Pruned Spiking Neural Networks for Energy-Efficient Intracortical Neural Decoding di Rivelli, Francesca, Popov, Martin, Kouzinopoulos, Charalampos S., Tang, Guangzhi

Sommario: “...-efficient intracortical neural implants. In this work, we introduce a novel adaptive pruning algorithm...”
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Federated Learning in Offline and Online EMG Decoding: A Privacy and Performance Perspective di Malcolm, Kai, Uribe, César, Yamagami, Momona

Sommario: “... the need for specialized algorithms designed to navigate the unique co-adaptive dynamics of sequential-user...”
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Bidirectional Decoding: Improving Action Chunking via Guided Test-Time Sampling di Liu, Yuejiang, Hamid, Jubayer Ibn, Xie, Annie, Lee, Yoonho, Du, Maximilian, Finn, Chelsea

Sommario: “.... To address this tradeoff, we propose Bidirectional Decoding (BID), a test-time inference algorithm...”
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Semi-Clairvoyant Scheduling of Speculative Decoding Requests to Minimize LLM Inference Latency di Li, Ruixiao, Chen, Fahao, Li, Peng

Sommario: “... of verification by the LLM. In this paper, we propose a semi-clairvoyant request scheduling algorithm called Least...”
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Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding di Li, Huayu, He, ZhengXiao, Tian, Siyuan, Wen, Jinghao, Li, Ao

Sommario: “..., we leverage Martingale theory to design a theoretically-grounded algorithm. Our approach replaces...”
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The Model Knows, the Decoder Finds: Future Value Guided Particle Power Sampling di Nguyen, Tu, Zimmer, Matthieu, Tutunov, Rasul, Ji, Xiaotong, Ammar, Haitham Bou

Sommario: “... (APPS), a blockwise particle algorithm for approximating the sequence-level power target with a bounded...”
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Pan‐Modification Proteoformics: A Framework for Decoding Proteomic Complexity in Health and Disease di Yang Yang, Wenzhi Guo, Jing‐Hua Yang

Sommario: “...Pan‐Modification Proteoformics: A Framework for Decoding Proteomic Complexity in Health and Disease...”
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