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

Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning von Wang, Tianfu, Shen, Li, Fan, Qilin, Xu, Tong, Liu, Tongliang, Xiong, Hui

Inhaltsangabe: “… . Considering the proximal policy optimization as the basic training algorithm, we also adopt the average reward …”
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An Understanding of Principal Differential Analysis von Gunning, Edward, Hooker, Giles

Inhaltsangabe: “… estimation approach of PDA. Therefore, we introduce an iterative bias-reduction algorithm that can be applied …”
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PLeaS -- Merging Models with Permutations and Least Squares von Nasery, Anshul, Hayase, Jonathan, Koh, Pang Wei, Oh, Sewoong

Inhaltsangabe: “… new two-step algorithm to merge models -- termed PLeaS -- which relaxes these constraints. First …”
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HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation von Chen, Tao, Wang, Chenhui, Chen, Zhihao, Lei, Yiming, Shan, Hongming

Inhaltsangabe: “… performance of HiDiff over existing medical segmentation algorithms, including the state-of-the-art …”
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Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification von Liu, Ziyu, Alavi, Azadeh, Li, Minyi, Zhang, Xiang

Inhaltsangabe: “… recommendation algorithm can accurately identify the effective augmentations for a given time series dataset …”
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Enhanced Masked Image Modeling to Avoid Model Collapse on Multi-modal MRI Datasets von Han, Linxuan, Xiao, Sa, Li, Zimeng, Li, Haidong, Zhao, Xiuchao, Han, Yeqing, Guo, Fumin, Zhou, Xin

Inhaltsangabe: “… diagnosis from different views. Deep learning algorithms are suitable for identifying specific anatomical …”
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BUSClean: Open-source software for breast ultrasound image pre-processing and knowledge extraction for medical AI von Bunnell, Arianna, Hung, Kailee, Shepherd, John A., Sadowski, Peter

Inhaltsangabe: “… clinical BUS datasets. The algorithm performs BUS scan filtering (flagging of invalid and non-B-mode scans …”
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Attention-based SIC Ordering and Power Allocation for Non-orthogonal Multiple Access Networks von Huang, Liang, Zhu, Bincheng, Nan, Runkai, Chi, Kaikai, Wu, Yuan

Inhaltsangabe: “… of approximately 50 milliseconds in a ten-user NOMA network, aligning with static SIC ordering algorithms …”
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SuperVINS: A Real-Time Visual-Inertial SLAM Framework for Challenging Imaging Conditions von Luo, Hongkun, Liu, Yang, Guo, Chi, Li, Zengke, Song, Weiwei

Inhaltsangabe: “… strategy based on the RANSAC algorithm is proposed. The system is allowed to set different masks and RANSAC …”
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Batch-FPM: Random batch-update multi-parameter physical Fourier ptychography neural network von Sun, Ruiqing, Yang, Delong, Su, Yiyan, Zhang, Shaohui, Hao, Qun

Inhaltsangabe: “… pathology, and biomedical research, etc. In addition, we believe our algorithm scheme can help researchers …”
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LMM-VQA: Advancing Video Quality Assessment with Large Multimodal Models von Ge, Qihang, Sun, Wei, Zhang, Yu, Li, Yunhao, Ji, Zhongpeng, Sun, Fengyu, Jui, Shangling, Min, Xiongkuo, Zhai, Guangtao

Inhaltsangabe: “… for effective video quality assessment (VQA) algorithms to monitor and perceptually optimize the quality …”
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Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency von Sun, Wei, Zhang, Weixia, Cao, Yuqin, Cao, Linhan, Jia, Jun, Chen, Zijian, Zhang, Zicheng, Min, Xiongkuo, Zhai, Guangtao

Inhaltsangabe: “… for efficient image quality assessment (IQA) algorithms, as adopting full-resolution images as inputs leads …”
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DrawingSpinUp: 3D Animation from Single Character Drawings von Zhou, Jie, Xiao, Chufeng, Lam, Miu-Ling, Fu, Hongbo

Inhaltsangabe: “… deformation algorithm to refine the slim structures represented by the single-line contours. The experimental …”
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Deep Graph Anomaly Detection: A Survey and New Perspectives von Qiao, Hezhe, Tong, Hanghang, An, Bo, King, Irwin, Aggarwal, Charu, Pang, Guansong

Inhaltsangabe: “… to the codes of algorithms, and empirical comparison is available at https://github.com/mala-lab/Awesome-Deep …”
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Knowledge-Based Ultra-Low-Latency Semantic Communications for Robotic Edge Intelligence von Zeng, Qunsong, Wang, Zhanwei, Zhou, You, Wu, Hai, Yang, Lin, Huang, Kaibin

Inhaltsangabe: “… The 6G mobile networks will feature the widespread deployment of AI algorithms at the network edge …”
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Neural Network Constraints on the Cosmic-Ray Ionization Rate and Other Physical Conditions in NGC 253 with ALCHEMI Measurements of HCN and HNC von Behrens, Erica, Mangum, Jeffrey G., Viti, Serena, Holdship, Jonathan, Huang, Ko-Yun, Bouvier, Mathilde, Butterworth, Joshua, Eibensteiner, Cosima, Harada, Nanase, Martin, Sergio, Sakamoto, Kazushi, Muller, Sebastien, Tanaka, Kunihiko, Colzi, Laura, Henkel, Christian, Meier, David S., Rivilla, Victor M., van der Werf, Paul P.

Inhaltsangabe: “… ) of the starburst galaxy NGC 253. Using output from the chemical code UCLCHEM, we train a neural network model …”
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Secure Multiparty Generative AI von Shrestha, Manil, Ravichandran, Yashodha, Kim, Edward

Inhaltsangabe: “… to these models and centralized model providers is alarming. For example, confidential source code from Samsung …”
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StratLearn-z: Improved photo-$z$ estimation from spectroscopic data subject to selection effects von Moretti, Chiara, Autenrieth, Maximilian, Serra, Riccardo, Trotta, Roberto, van Dyk, David A., Mesinger, Andrei

Inhaltsangabe: “… the GPz algorithm, quantifying the performance of the two codes with a set of metrics. Our results show …”
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Automated Curvy Waveguide Routing for Large-Scale Photonic Integrated Circuits von Zhou, Hongjian, Zhu, Keren, Gu, Jiaqi

Inhaltsangabe: “… in automated PIC routing largely relies on off-the-shelf algorithms designed for electrical circuits, which …”
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RoMo: A Robust Solver for Full-body Unlabeled Optical Motion Capture von Pan, Xiaoyu, Zheng, Bowen, Jiang, Xinwei, Zeng, Zijiao, Kou, Qilong, Wang, He, Jin, Xiaogang

Inhaltsangabe: “… continuity of markers, RoMo generates marker tracklets using a K-partite graph-based clustering algorithm …”
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