Suchergebnisse - coding ((algorithmics OR algorithmssics) OR algorithm)

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

Inhaltsangabe: “… 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 von Wang, Zhiqiang, Pang, Yiran, Lin, Yanbin, Zhu, Xingquan

Inhaltsangabe: “… 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 von Jiao, Yusheng, Ling, Feng, Heydari, Sina, Heess, Nicolas, Merel, Josh, Kanso, Eva

Inhaltsangabe: “… 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 von Radtke, Pawel K., Weinzierl, Tobias

Inhaltsangabe: “… 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 von Almuzairee, Abdulaziz, Hansen, Nicklas, Christensen, Henrik I.

Inhaltsangabe: “… 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 von Zhu, Muzhi, Fan, Chengxiang, Chen, Hao, Liu, Yang, Mao, Weian, Xu, Xiaogang, Shen, Chunhua

Inhaltsangabe: “… . 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 von Lee, Hojoon, Cho, Hyeonseo, Kim, Hyunseung, Kim, Donghu, Min, Dugki, Choo, Jaegul, Lyle, Clare

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

Inhaltsangabe: “… 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 von Shi, Ge, Kan, Ziwen, Smucny, Jason, Davidson, Ian

Inhaltsangabe: “… 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 von Sengar, Sandeep Singh, Kumar, Abhishek, Singh, Owen

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

Inhaltsangabe: “… 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 von van der Heijden, Bas, Luijkx, Jelle, Ferranti, Laura, Kober, Jens, Babuska, Robert

Inhaltsangabe: “… , 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 von Ushveridze, Alex

Inhaltsangabe: “… 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 von Wei, Chen, Zou, Jiachen, Heinke, Dietmar, Liu, Quanying

Inhaltsangabe: “… 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 von Guo, Shuaishuai, Zhang, Anbang, Wang, Yanhu, Feng, Chenyuan, Quek, Tony Q. S.

Inhaltsangabe: “… 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 von Qiu, Yisheng, Zhang, Tianwei, Möller, Thomas, Jiang, XueJian, Song, Zihao, Chen, Huaxi, Quan, Donghui

Inhaltsangabe: “… , 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 von Sun, Kailai, Lan, Tianxiang, Goh, Yang Miang, Huang, Yueng-Hsiang

Inhaltsangabe: “… 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 von Li, Chengyuan, Guo, Leran, Huang, Shanfang, Deng, Jian

Inhaltsangabe: “… ) 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 von Gao, Wei, Chen, Yaojun, Zhang, Hainan

Inhaltsangabe: “… 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 von Pattison, Christopher A., Baranes, Gefen, Ataides, J. Pablo Bonilla, Lukin, Mikhail D., Zhou, Hengyun

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