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

Interactive Symbolic Regression through Offline Reinforcement Learning: A Co-Design Framework di Tian, Yuan, Zhou, Wenqi, Viscione, Michele, Dong, Hao, Kammer, David, Fink, Olga

Sommario: “... demonstrate that the pre-trained Sym-Q surpasses existing SR algorithms on the challenging SSDNC benchmark...”
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AutoGPT+P: Affordance-based Task Planning with Large Language Models di Birr, Timo, Pohl, Christoph, Younes, Abdelrahman, Asfour, Tamim

Sommario: “... by combining such models with classical planning algorithms to address their inherent limitations in reasoning...”
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Radio-only and Radio-to-far-ultraviolet Spectral Energy Distribution Modeling of 14 ULIRGs: Insights into the Global Properties of Infrared Bright Galaxies di Dey, Subhrata, Goyal, Arti, Małek, Katarzyna, Díaz-Santos, Tanio

Sommario: “... (FIR) and radio bands ($\sim$50 MHz to $\sim$30 GHz). We employ the CIGALE SED fitting code to model...”
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Rate Splitting Multiple Access-Enabled Adaptive Panoramic Video Semantic Transmission di Gao, Haixiao, Sun, Mengying, Xu, Xiaodong, Han, Shujun, Wang, Bizhu, Zhang, Jingxuan, Zhang, Ping

Sommario: “... and receiver, utilizing a deep joint source-channel coding structure to adaptively extract and encode semantic...”
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End-to-End Analysis Automation over Distributed Resources with Luigi Analysis Workflows di Rieger, Marcel

Sommario: “.... In particular, it introduces the concept of complete separation between analysis algorithms on the one hand...”
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Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed Detection di Li, Jiajia, Chen, Dong, Yin, Xunyuan, Li, Zhaojian

Sommario: “... algorithms are mainly developed based on supervised learning approaches, which typically demand large-scale...”
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ClickVOS: Click Video Object Segmentation di Guo, Pinxue, Hong, Lingyi, Zhou, Xinyu, Gao, Shuyong, Li, Wanyun, Li, Jinglun, Chen, Zhaoyu, Li, Xiaoqiang, Zhang, Wei, Zhang, Wenqiang

Sommario: “...-the-shelf algorithms from related fields, which could provide insights for the further exploration...”
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FeatAug: Automatic Feature Augmentation From One-to-Many Relationship Tables di Qi, Danrui, Zheng, Weiling, Wang, Jiannan

Sommario: “... and propose a novel warm-up strategy to optimize it. To make our algorithm more practical, we also study how...”
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Towards Full Automation of Geometry Extraction for Biomechanical Analysis of Abdominal Aortic Aneurysm; Neural Network-Based versus Classical Methodologies di Alkhatib, Farah, Jamshidian, Mostafa, Liepvre, Donatien Le, Bernard, Florian, Minvielle, Ludovic, Fondanèche, Antoine, Gizewski, Elke R., Gassner, Eva, Loizides, Alexander, Lutz, Maximilian, Enzmann, Florian, Mufty, Hozan, Fourneau, Inge, Wittek, Adam, Miller, Karol

Sommario: “... by NUREA (https://www.nurea-soft.com/), developed based on artificial intelligence (AI) algorithms...”
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MARVIS: Motion & Geometry Aware Real and Virtual Image Segmentation di Wu, Jiayi, Lin, Xiaomin, Negahdaripour, Shahriar, Fermüller, Cornelia, Aloimonos, Yiannis

Sommario: “... computer vision algorithms struggle to differentiate between real and virtual image regions, significantly...”
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Scalability of quantum error mitigation techniques: from utility to advantage di Filippov, Sergey N., Maniscalco, Sabrina, García-Pérez, Guillermo

Sommario: “... of the universality of algorithms, stemming from the commercial need for a problem-independent quantum simulation...”
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DVMNet++: Rethinking Relative Pose Estimation for Unseen Objects di Zhao, Chen, Zhang, Tong, Dang, Zheng, Salzmann, Mathieu

Sommario: “..., we introduce a weighted closest voxel algorithm capable of mitigating the impact of noisy voxels. We...”
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Tensor-based Graph Learning with Consistency and Specificity for Multi-view Clustering di Shi, Long, Cao, Lei, Ye, Yunshan, Zhao, Yu, Chen, Badong

Sommario: “... an algorithm to address the optimization problem. Experiments on six datasets have demonstrated the superiority...”
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RADIUM: Predicting and Repairing End-to-End Robot Failures using Gradient-Accelerated Sampling di Dawson, Charles, Parashar, Anjali, Fan, Chuchu

Sommario: “..., we provide a gradient-free version of our algorithm, and we include a theoretical and empirical...”
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AMPCliff: quantitative definition and benchmarking of activity cliffs in antimicrobial peptides di Li, Kewei, Wu, Yuqian, Li, Yinheng, Guo, Yutong, Wang, Yan, Liang, Yiyang, Fan, Yusi, Huang, Lan, Zhang, Ruochi, Zhou, Fengfeng

Sommario: “... to evaluate various AMP AC prediction models, including nine machine learning, four deep learning algorithms...”
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VimTS: A Unified Video and Image Text Spotter for Enhancing the Cross-domain Generalization di Liu, Yuliang, Huang, Mingxin, Yan, Hao, Deng, Linger, Wu, Weijia, Lu, Hao, Shen, Chunhua, Jin, Lianwen, Bai, Xiang

Sommario: “...) by leveraging the Content Deformation Fields (CoDeF) algorithm. Notably, our method outperforms the state...”
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Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs di Kang, Feiyang, Just, Hoang Anh, Sun, Yifan, Jahagirdar, Himanshu, Zhang, Yuanzhi, Du, Rongxing, Sahu, Anit Kumar, Jia, Ruoxi

Sommario: “... for subsequent fine-tuning while achieving desired performance levels. While many data selection algorithms have...”
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Rethinking Histology Slide Digitization Workflows for Low-Resource Settings di Zehra, Talat, Marino, Joseph, Wang, Wendy, Frantsuzov, Grigoriy, Nadeem, Saad

Sommario: “...), knowledge sharing (education), and using the state-of-the-art artificial intelligence algorithms (augmented...”
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Rethinking Barely-Supervised Volumetric Medical Image Segmentation from an Unsupervised Domain Adaptation Perspective di Shen, Zhiqiang, Cao, Peng, Su, Junming, Yang, Jinzhu, Zaiane, Osmar R.

Sommario: “... paradigm. Specifically, we first design a novel noise-free labeled data construction algorithm (NFC...”
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Data-Driven Symbol Detection for Intersymbol Interference Channels with Bursty Impulsive Noise di Karanov, Boris, Chen, Chin-Hung, Wu, Yan, Young, Alex, van Houtum, Wim

Sommario: “... in coded transmission over intersymbol interference (ISI) channels in presence of bursty impulsive noise...”
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