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

The Quasi-Polynomial Low-Degree Conjecture is False di Buhai, Rares-Darius, Hsieh, Jun-Ting, Jain, Aayush, Kothari, Pravesh K.

Sommario: “...^{1/(k-1)}(n))}$ time. Our construction relies on algorithms for list-decoding for noisy polynomial...”
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Pronunciation-Lexicon Free Training for Phoneme-based Crosslingual ASR via Joint Stochastic Approximation di Yusuyin, Saierdaer, Ma, Te, Huang, Hao, Ou, Zhijian

Sommario: “... stochastic approximation (JSA) algorithm, which is a stochastic extension of the EM (expectation-maximization...”
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Hardware Acceleration of Kolmogorov-Arnold Network (KAN) in Large-Scale Systems di Huang, Wei-Hsing, Jia, Jianwei, Kong, Yuyao, Waqar, Faaiq, Wen, Tai-Hao, Chang, Meng-Fan, Yu, Shimeng

Sommario: “..., multiplexers, decoders, and related components. This work presents an algorithm-hardware co-design approach...”
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A Courcelle-Type Metatheorem for Rank-Bounded Unconstrained Binary Optimization di Harary, Marc

Sommario: “...We present the first uniform XP exact algorithm for unconstrained binary optimization of quadratic...”
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PureKV: Plug-and-Play KV Cache Optimization with Spatial-Temporal Sparse Attention for Vision-Language Large Models di Jiang, Zhonghua, Li, Kunxi, Zhou, Yiyun, Liu, Sihao, Wang, Zhaode, lv, Chengfei, Zhang, Shengyu

Sommario: “... as the constantly growing key value (KV) cache size, severely hinder the prefilling and decoding stages. Recent...”
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Separating Overlapping Birdsongs Enhances the Reliability of Avian Vocal Activity Analysis di Jie Wang, YanChao Lai, Xuehan Wang, Jinhui Li, Yanqin Wang, Shegang Shao, Minmin Yuan

Sommario: “... of automated identification and ecological analysis. This study uses an improved deep learning algorithm...”
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Optimal Task Allocation and Sequencing for Flight Test Based on a Memetic Algorithm With Lexicographic Optimisation di Bei Tian, Gang Xiao, Yu Shen, Xingwei Jiang

Sommario: “... characteristics with the optimisation of the FTD and the TTC in a sequential manner. Then, a memetic algorithm...”
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Control of a 2-DoF robotic arm using a P300-based brain-computer interface di Garakani, Golnoosh, Ghane, Hamed, Menhaj, Mohammad Bagher

Sommario: “...In this study, a novel control algorithm for a P-300 based brain-computer interface is fully...”
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Adaptive Degradation Process with Deep Learning-Driven Trajectory di Yang, Li

Sommario: “...-decoder is developed to predict future degradation trajectories by jointly learning noise coefficients...”
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AutoJoin: Efficient Adversarial Training against Gradient-Free Perturbations for Robust Maneuvering via Denoising Autoencoder and Joint Learning di Villarreal, Michael, Poudel, Bibek, Wickman, Ryan, Shen, Yu, Li, Weizi

Sommario: “...With the growing use of machine learning algorithms and ubiquitous sensors, many `perception...”
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Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network di He, Wei, Li, Jiepan, Cao, Weinan, Zhang, Liangpei, Zhang, Hongyan

Sommario: “... years, deep learning methods with encoder-decoder architectures have achieved remarkable performance due...”
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Simultaneous Machine Translation with Large Language Models di Wang, Minghan, Zhao, Jinming, Vu, Thuy-Trang, Shiri, Fatemeh, Shareghi, Ehsan, Haffari, Gholamreza

Sommario: “... existing incremental-decoding methods with a newly proposed RALCP algorithm for latency reduction. We...”
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TEXterity: Tactile Extrinsic deXterity di Bronars, Antonia, Kim, Sangwoon, Patre, Parag, Rodriguez, Alberto

Sommario: “... of a grasped object. This approach consists of a discrete pose estimator that uses the Viterbi decoding...”
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SignSGD with Federated Defense: Harnessing Adversarial Attacks through Gradient Sign Decoding di Park, Chanho, Lee, Namyoon

Sommario: “... gradient sign decoding. Experimental results demonstrate signSGD-FD achieves superior convergence rates...”
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Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity di Lee, Hagyeong, Kim, Minkyu, Kim, Jun-Hyuk, Kim, Seungeon, Oh, Dokwan, Lee, Jaeho

Sommario: “... compression algorithm that achieves both high perceptual and pixel-wise fidelity. In particular, we propose a...”
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EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction di Zaratiana, Urchade, Tomeh, Nadi, Dauxais, Yann, Holat, Pierre, Charnois, Thierry

Sommario: “... for accurate extraction. Secondly, we introduce a series of decoding algorithms designed to infer the highest...”
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FTL: Transfer Learning Nonlinear Plasma Dynamic Transitions in Low Dimensional Embeddings via Deep Neural Networks di Bai, Zhe, Wei, Xishuo, Tang, William, Oliker, Leonid, Lin, Zhihong, Williams, Samuel

Sommario: “...Deep learning algorithms provide a new paradigm to study high-dimensional dynamical behaviors...”
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Rank Reduction Autoencoders di Mounayer, Jad, Rodriguez, Sebastian, Ghnatios, Chady, Farhat, Charbel, Chinesta, Francisco

Sommario: “... of the encoder/decoder architecture on the bottleneck size. This approach enabled us to propose an adaptive...”
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Multi-Channel Multi-Step Spectrum Prediction Using Transformer and Stacked Bi-LSTM di Pan, Guangliang, Li, Jie, Li, Minglei

Sommario: “... on encoder-decoder architecture. The self-attention mechanism composed of multiple layers of multi-head...”
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Spatial Impulse Response Analysis and Ensemble Learning for Efficient Precision Level Sensing di Cetkin, Berkay, Fazlic, Lejla Begic, Ueding, Kristof, Machhamer, Rüdiger, Guldner, Achim, Creutz, Lars, Naumann, Stefan, Dartmann, Guido

Sommario: “... of the waste container. This signature, once accurately decoded, is then interpreted by a specially developed...”
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