Suchergebnisse - (encoding OR decoding) (algorithm OR (Algorithmssics OR Algorithmssics))

Generation of synthetic CT from MRI for MRI‐based attenuation correction of brain PET images using radiomics and machine learning von Amin Hoseinipourasl, Gholam‐Ali Hossein‐Zadeh, Peyman Sheikhzadeh, Hossein Arabalibeik, Shaghayegh Karimi Alavijeh, Habib Zaidi, Mohammad Reza Ay

Inhaltsangabe: “… ) sinograms with continuous values utilizing a combination of machine learning algorithms, image processing …”
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Models for predicting the partial pressure of CO2 in seawater (pCO2,sw) using different machine Learning approaches von Irene, Sanchez-Mendoza, GONZALEZ-DAVILA, MELCHOR, Santana Casiano, Juana Magdalena

Inhaltsangabe: “… implements a machine learning model using the CatBoost Regressor, a gradient boosting algorithm optimized …”
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Ensemble-Based Predictive Model for Cyber Attack Detection: Development and Evaluation von Oche Akiti Ojoje, Gilbert I.O. Aimufua, Steven Ita Bassey, Umaru Musa

Inhaltsangabe: “… algorithms to enhance detection accuracy, robustness, and generalization. The model employs a hybrid ensemble …”
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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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Lower Bounds for Matroid Optimization Problems with a Linear Constraint von Doron-Arad, Ilan, Kulik, Ariel, Shachnai, Hadas

Inhaltsangabe: “… a pseudo-polynomial time algorithm. This distinguishes EMB from the special cases of $k$-subset sum …”
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Fast Point Cloud to Mesh Reconstruction for Deformable Object Tracking von Mansour, Elham Amin, Zheng, Hehui, Katzschmann, Robert K.

Inhaltsangabe: “… needed for robotics applications. Our model is designed using a point cloud auto-encoder and a Real-NVP …”
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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: “… share the Transformer encoder to build the low-level feature interaction, and then perform the feature …”
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Distribution of number of peaks within a long gamma-ray burst von Guidorzi, C., Sartori, M., Maccary, R., Tsvetkova, A., Amati, L., Bazzanini, L., Bulla, M., Camisasca, A. E., Ferro, L., Frontera, F., Li, C. K., Xiong, S. L., Zhang, S. N.

Inhaltsangabe: “… The variety of long duration gamma-ray burst (LGRB) light curves (LCs) encode a wealth …”
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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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Optimal Policy Sparsification and Low Rank Decomposition for Deep Reinforcement Learning von Goddla, Vikram

Inhaltsangabe: “… proposed for neural network sparsification and sparse auto-encoder development, but their implementation …”
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Multi-view X-ray Image Synthesis with Multiple Domain Disentanglement from CT Scans von Tan, Lixing, Song, Shuang, Zhou, Kangneng, Duan, Chengbo, Wang, Lanying, Ren, Huayang, Liu, Linlin, Zhang, Wei, Xiao, Ruoxiu

Inhaltsangabe: “… algorithms from volume scans to X-ray images are restricted by the scarcity of paired X-ray and volume data …”
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Grasper: A Generalist Pursuer for Pursuit-Evasion Problems von Li, Pengdeng, Li, Shuxin, Wang, Xinrun, Cerny, Jakub, Zhang, Youzhi, McAleer, Stephen, Chan, Hau, An, Bo

Inhaltsangabe: “… , comprising critical components such as (i) a graph neural network (GNN) to encode PEGs into hidden vectors …”
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Frenet-Serret Frame-based Decomposition for Part Segmentation of 3D Curvilinear Structures von Gu, Leslie, Adhinarta, Jason Ken, Bessmeltsev, Mikhail, Yang, Jiancheng, Zhang, Yongjie Jessica, Yin, Wenjie, Berger, Daniel, Lichtman, Jeff, Pfister, Hanspeter, Wei, Donglai

Inhaltsangabe: “… to their complex geometry and the scarcity of diverse, large-scale datasets for algorithm development …”
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Enhancing Blind Video Quality Assessment with Rich Quality-aware Features von Sun, Wei, Cao, Linhan, Jia, Jun, Zhang, Zhichao, Zhang, Zicheng, Min, Xiongkuo, Zhai, Guangtao

Inhaltsangabe: “… algorithms. While recent BVQA and blind image quality assessment (BIQA) studies have made remarkable progress …”
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Learning 3D Robotics Perception using Inductive Priors von Irshad, Muhammad Zubair

Inhaltsangabe: “… and algorithms unlocking the potential of principle-centric intelligence. Prior knowledge (priors for short …”
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Prototype Correlation Matching and Class-Relation Reasoning for Few-Shot Medical Image Segmentation von Zhang, Yumin, Li, Hongliu, Gao, Yajun, Duan, Haoran, Huang, Yawen, Zheng, Yefeng

Inhaltsangabe: “… via optimal transport algorithm to tackle false matches caused by intra-class variations. Meanwhile …”
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FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification von Fu, Kexue, Luo, Xiaoyuan, Qu, Linhao, Wang, Shuo, Xiong, Ying, Maglogiannis, Ilias, Gao, Longxiang, Wang, Manning

Inhaltsangabe: “… for the widespread adoption of deep learning-based Whole Slide Images (WSI) classification algorithms in clinical …”
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Statistical mechanical mapping and maximum-likelihood thresholds for the surface code under generic single-qubit coherent errors von Behrends, Jan, Béri, Benjamin

Inhaltsangabe: “… encoded quantum information against stochastic, i.e., incoherent errors. The protection against coherent …”
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Controllable Context Sensitivity and the Knob Behind It von Minder, Julian, Du, Kevin, Stoehr, Niklas, Monea, Giovanni, Wendler, Chris, West, Robert, Cotterell, Ryan

Inhaltsangabe: “… be important to context sensitivity using a novel linear time algorithm. Then, in each model, we identify a 1-D …”
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An Exploration of Parallel Imaging System for Very-low Field (50mT) MRI Scanner von Yang, Lei, He, Wei, Shen, Sheng, He, Yucheng, Wu, Jiamin, Xu, Zheng

Inhaltsangabe: “… the differences in the direction of the main magnetic field and the presence of noise. A VLF-specific PI algorithm …”
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