Résultats de la recherche - (Decoding OR coding) (algorithm OR algorithmics)

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

Table des matières: “…-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 par Rivelli, Francesca, Popov, Martin, Kouzinopoulos, Charalampos S., Tang, Guangzhi

Table des matières: “…-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 par Malcolm, Kai, Uribe, César, Yamagami, Momona

Table des matières: “… 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 par Liu, Yuejiang, Hamid, Jubayer Ibn, Xie, Annie, Lee, Yoonho, Du, Maximilian, Finn, Chelsea

Table des matières: “…. 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 par Li, Ruixiao, Chen, Fahao, Li, Peng

Table des matières: “… 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 par Li, Huayu, He, ZhengXiao, Tian, Siyuan, Wen, Jinghao, Li, Ao

Table des matières: “…, 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 par Nguyen, Tu, Zimmer, Matthieu, Tutunov, Rasul, Ji, Xiaotong, Ammar, Haitham Bou

Table des matières: “… (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 par Yang Yang, Wenzhi Guo, Jing‐Hua Yang

Table des matières: “…Pan‐Modification Proteoformics: A Framework for Decoding Proteomic Complexity in Health and Disease…”
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Artificial Intelligence-Assisted Visualized Microspheres for Biochemical Analysis: From Encoding to Decoding. par Zhou, Yang, Lu, Peng, Chen, Yiping

Table des matières: “… to Decoding. Zhou, Yang Lu, Peng Chen, Yiping Humans Artificial Intelligence Biosensing Techniques…”
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Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation par Li, Bo, Xu, Zhenghua, Xie, Rui

Table des matières: “… this, we propose Soft Constrained Decoding (SCD), a lightweight, training-free decoding strategy…”
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Fast-Decoding Diffusion Language Models via Progress-Aware Confidence Schedules par Mohamed, Amr, Zhang, Yang, Vazirgiannis, Michalis, Shang, Guokan

Table des matières: “…-agnostic early-exit algorithm that aggregates full-span logit margins and halts decoding once a smooth…”
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MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE par Huang, Zongle, Zhu, Lei, Zhan, Zongyuan, Hu, Ting, Mao, Weikai, Yu, Xianzhi, Liu, Yongpan, Zhang, Tianyu

Table des matières: “… current SD research primarily focuses on improving acceptance rates of algorithms, changes in workload…”
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Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding par Reisizadeh, Hadi, Ruan, Jiajun, Chen, Yiwei, Pal, Soumyadeep, Liu, Sijia, Hong, Mingyi

Table des matières: “… state-of-the-art (SOTA) unlearning techniques provide only limited forgetting. We propose an algorithm…”
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Decoding Imagined Movement in People with Multiple Sclerosis for Brain-Computer Interface Translation par Russo, John S., Shiels, Thomas A., Lin, Chin-Hsuan Sophie, John, Sam E., Grayden, David B.

Table des matières: “… compared. In all MS participants, the classification algorithm achieved above 70% accuracy in at least one…”
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Sparse identification of nonlinear dynamics and Koopman operators with Shallow Recurrent Decoder Networks par Gao, Mars Liyao, Williams, Jan P., Kutz, J. Nathan

Table des matières: “…. In this paper, we present Sparse Identification of Nonlinear Dynamics with SHallow REcurrent Decoder networks…”
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Toward Universal Decoding of Binary Linear Block Codes via Enhanced Polar Transformations par Lin, Chien-Ying, Huang, Yu-Chih, Shieh, Shin-Lin, Chen, Po-Ning

Table des matières: “… competitive or superior performance to state-of-the-art algorithms like OSD and GRAND across various codes…”
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