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

A Tutorial on Implementing Statistical Methods for Estimating Excess Death With a Case Study and Simulations on Estimating Excess Death in the Post‐ COVID ‐19 United States von Lillian Rountree, Lauren Zimmermann, Lucy Teed, Daniel M. Weinberger, Bhramar Mukherjee

Inhaltsangabe: “… Health Organization's Bayesian model; The Economist's gradient boosting algorithm; Acosta and Irizarry …”
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Data, Code, and Visualizations for the Aria-MIDI Digital Humanities Study von Fresquet, Xavier

Inhaltsangabe: “… <p class="p1">This repository contains the data, code, and visualizations supporting …”
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Network Flow Datasets Derived from ISCXVPN2016 and VNAT Using CICFlowMeter von Mallidi, S Kumar Reddy

Inhaltsangabe: “… ;Preprocessed data</strong> for direct use in machine learning workflows (NumPy <code>.npz&lt …”
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3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective von Zheng, Zhedong, Zhu, Jiayin, Ji, Wei, Yang, Yi, Chua, Tat-Seng

Inhaltsangabe: “… in our algorithm to (1) disentangle four encoders and (2) facilitate the prior template. Extensive …”
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Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution von Cornebise, Julien, Oršolić, Ivan, Kalaitzis, Freddie

Inhaltsangabe: “… baseline algorithms, and learn with abundant tutorials, all compatible with the popular EO-learn toolbox …”
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DOLPHINS: Dataset for Collaborative Perception enabled Harmonious and Interconnected Self-driving von Mao, Ruiqing, Guo, Jingyu, Jia, Yukuan, Sun, Yuxuan, Zhou, Sheng, Niu, Zhisheng

Inhaltsangabe: “… of collaborative perception algorithms. In this work, we release DOLPHINS: Dataset for cOllaborative Perception …”
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Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding von Guo, Heng, Zhang, Jianfeng, Yan, Ke, Lu, Le, Xu, Minfeng

Inhaltsangabe: “… field-of-view (FOV) can all make anatomy parsing algorithms vulnerable. In this work, we explore how …”
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Bridging RL Theory and Practice with the Effective Horizon von Laidlaw, Cassidy, Russell, Stuart, Dragan, Anca

Inhaltsangabe: “… compare standard deep RL algorithms to prior sample complexity bounds by introducing a new dataset, BRIDGE …”
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Solar Active Regions Detection Via 2D Circular Kernel Time Series Transformation, Entropy and Machine Learning Approach von Oludehinwa, Irewola Aaron, Velichko, Andrei, Belyaev, Maksim, Olusola, Olasunkanmi I.

Inhaltsangabe: “… elements directly as features (FSM 2). The ML algorithm classifies these series into three categories …”
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Over-the-Air Learning-based Geometry Point Cloud Transmission von Bian, Chenghong, Shao, Yulin, Gunduz, Deniz

Inhaltsangabe: “… , a fine-tuning algorithm is developed, where only a fraction of the neural network weights …”
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Pyramid Deep Fusion Network for Two-Hand Reconstruction from RGB-D Images von Ren, Jinwei, Zhu, Jianke

Inhaltsangabe: “… , we have not only demonstrated the effectiveness of our proposed fusion algorithm but also …”
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Benchmarking Jetson Edge Devices with an End-to-end Video-based Anomaly Detection System von Pham, Hoang Viet, Tran, Thinh Gia, Le, Chuong Dinh, Le, An Dinh, Vo, Hien Bich

Inhaltsangabe: “… in the execution of deep learning algorithms. Previously, most benchmarking analysis was based on 2D images with a …”
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A Unifying Quantum Speed Limit For Time-Independent Hamiltonian Evolution von Chau, H. F., Zeng, Wenxin

Inhaltsangabe: “… and accurate algorithm for finite-dimensional quantum systems as well as for certain infinite-dimensional …”
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An empirical study of testing machine learning in the wild von Openja, Moses, Khomh, Foutse, Foundjem, Armstrong, Ming, Zhen, Jiang, Abidi, Mouna, Hassan, Ahmed E.

Inhaltsangabe: “… Recently, machine and deep learning (ML/DL) algorithms have been increasingly adopted in many …”
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Nighttime Person Re-Identification via Collaborative Enhancement Network with Multi-domain Learning von Lu, Andong, Li, Chenglong, Zha, Tianrui, Tang, Jin, Wang, Xiaofeng, Luo, Bin

Inhaltsangabe: “… -scale real-world and large-scale synthetic training data, we develop a multi-domain learning algorithm …”
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Experimentally informed structure optimization of amorphous TiO2 films grown by atomic layer deposition von Meng, Jun, Abbasi, Mehrdad, Dong, Yutao, Carlosa, Corey, Wang, Xudong, Hwang, Jinwoo, Morgan, Dane

Inhaltsangabe: “… code using a genetic algorithm that simultaneously minimizes energy and maximizes match to experimental …”
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Stability-Aware Training of Machine Learning Force Fields with Differentiable Boltzmann Estimators von Raja, Sanjeev, Amin, Ishan, Pedregosa, Fabian, Krishnapriyan, Aditi S.

Inhaltsangabe: “… generalization of implicit differentiation techniques to a broader class of stochastic algorithms. Unlike …”
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On Latency Predictors for Neural Architecture Search von Akhauri, Yash, Abdelfattah, Mohamed S.

Inhaltsangabe: “… that satisfy a latency constraint on a specific hardware device. Central to these search algorithms is a …”
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MedMamba: Vision Mamba for Medical Image Classification von Yue, Yubiao, Li, Zhenzhang

Inhaltsangabe: “… insights for developing more powerful Mamba-based artificial intelligence algorithms and applications …”
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RSTAR4D: Rotational Streak Artifact Reduction in 4D CBCT using a Separable 4D CNN von Deng, Ziheng, Chen, Hua, Zhou, Yongzheng, Hu, Haibo, Xu, Zhiyong, Sun, Jiayuan, Lyu, Tianling, Xi, Yan, Chen, Yang, Zhao, Jun

Inhaltsangabe: “… this issue, most algorithms employ 2D network models as backbones, neglecting the intrinsic structural priors …”
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