Risultati della ricerca - coding (algorithm OR algorithmics)

Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis di Hu, Guanyu, Papadopoulou, Eleni, Kollias, Dimitrios, Tzouveli, Paraskevi, Wei, Jie, Yang, Xinyu

Sommario: “...The increasing integration of machine learning algorithms in daily life underscores the critical...”
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Adaptable and Reliable Text Classification using Large Language Models di Wang, Zhiqiang, Pang, Yiran, Lin, Yanbin, Zhu, Xingquan

Sommario: “... evaluated the performance of several LLMs, machine learning algorithms, and neural network-based...”
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Deep Dive into Model-free Reinforcement Learning for Biological and Robotic Systems: Theory and Practice di Jiao, Yusheng, Ling, Feng, Heydari, Sina, Heess, Nicolas, Merel, Josh, Kanso, Eva

Sommario: “... for sensing and actuation in robotic systems. Algorithms and code implementing both learning agents...”
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Compiler support for semi-manual AoS-to-SoA conversions with data views di Radtke, Pawel K., Weinzierl, Tobias

Sommario: “... the computation. Whether AoS or SoA is favourable depends on the execution context and algorithm step. We propose...”
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A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning di Almuzairee, Abdulaziz, Hansen, Nicklas, Christensen, Henrik I.

Sommario: “...Q-learning algorithms are appealing for real-world applications due to their data-efficiency...”
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Generative Active Learning for Long-tailed Instance Segmentation di Zhu, Muzhi, Fan, Chengxiang, Chen, Hao, Liu, Yang, Mao, Weian, Xu, Xiaogang, Shen, Chunhua

Sommario: “.... Subsequently, we propose BSGAL, a new algorithm that online estimates the contribution of the generated data...”
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Slow and Steady Wins the Race: Maintaining Plasticity with Hare and Tortoise Networks di Lee, Hojoon, Cho, Hyeonseo, Kim, Hyunseung, Kim, Donghu, Min, Dugki, Choo, Jaegul, Lyle, Clare

Sommario: “..., which improves advanced reinforcement learning algorithms on the Atari-100k benchmark. The code...”
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RRLS : Robust Reinforcement Learning Suite di Zouitine, Adil, Bertoin, David, Clavier, Pierre, Geist, Matthieu, Rachelson, Emmanuel

Sommario: “... for deploying algorithms in real-world scenarios with prevalent environmental uncertainties and has been a long...”
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ChaosMining: A Benchmark to Evaluate Post-Hoc Local Attribution Methods in Low SNR Environments di Shi, Ge, Kan, Ziwen, Smucny, Jason, Davidson, Ian

Sommario: “... elimination (RFE) algorithm, enhancing its applicability for neural networks. Our experiments highlight its...”
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Efficient Human Pose Estimation: Leveraging Advanced Techniques with MediaPipe di Sengar, Sandeep Singh, Kumar, Abhishek, Singh, Owen

Sommario: “... by comprehensively optimising the underlying algorithms. Novel modifications are introduced that substantially...”
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VDG: Vision-Only Dynamic Gaussian for Driving Simulation di Li, Hao, Li, Jingfeng, Zhang, Dingwen, Wu, Chenming, Shi, Jieqi, Zhao, Chen, Feng, Haocheng, Ding, Errui, Wang, Jingdong, Han, Junwei

Sommario: “... by Structure from Motion (SfM) algorithms or expensive sensors. For the first time, this paper addresses...”
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EAGERx: Graph-Based Framework for Sim2real Robot Learning di van der Heijden, Bas, Luijkx, Jelle, Ferranti, Laura, Kober, Jens, Babuska, Robert

Sommario: “..., and proposed synchronization algorithm contribute to narrowing the sim2real gap. We demonstrate (in the context...”
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The Physics of Learning: From Autoencoders to Truly Autonomous Learning Machines di Ushveridze, Alex

Sommario: “... for unsupervised efficient coding. We use this model to demonstrate how progressive paradigm shifts can profoundly...”
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CoCoG-2: Controllable generation of visual stimuli for understanding human concept representation di Wei, Chen, Zou, Jiachen, Heinke, Dietmar, Liu, Quanying

Sommario: “... into similarity judgment tasks. CoCoG-2 utilizes a training-free guidance algorithm to enhance generation...”
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Semantic-Enabled 6G Communication: A Task-oriented and Privacy-preserving Perspective di Guo, Shuaishuai, Zhang, Anbang, Wang, Yanhu, Feng, Chenyuan, Quek, Tony Q. S.

Sommario: “... for ToSC relying on deep neural network-based joint source and channel coding (DeepJSCC). Our study...”
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Spectuner: A Framework for Automated Line Identification of Interstellar Molecules di Qiu, Yisheng, Zhang, Tianwei, Möller, Thomas, Jiang, XueJian, Song, Zihao, Chen, Huaxi, Quan, Donghui

Sommario: “..., including W51, Orion-KL, Sgr B2(M), and Sgr B2(N). By comparing the identified lines, our algorithm achieves...”
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Overcoming Imbalanced Safety Data Using Extended Accident Triangle di Sun, Kailai, Lan, Tianxiang, Goh, Yang Miang, Huang, Yueng-Hsiang

Sommario: “... find robust improvements among different machine learning algorithms. For the lack of open-source...”
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Optimization and Simulation of Startup Control for Space Nuclear Power Systems with Closed Brayton Cycle based on NuHeXSys di Li, Chengyuan, Guo, Leran, Huang, Shanfang, Deng, Jian

Sommario: “...) utilizing a helium-xenon gas-cooled Closed Brayton Cycle (CBC). A comprehensive dynamic system analysis code...”
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Inverse model for network construction: (δ(G), I' (G)) -> G di Gao, Wei, Chen, Yaojun, Zhang, Hainan

Sommario: “... of the algorithm is verified by means of pilot experiments. The code in this paper is made public on https...”
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Fast quantum interconnects via constant-rate entanglement distillation di Pattison, Christopher A., Baranes, Gefen, Ataides, J. Pablo Bonilla, Lukin, Mikhail D., Zhou, Hengyun

Sommario: “... of two-way entanglement distillation protocols based on quantum error detecting codes with increasing...”
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