Suchergebnisse - coding ((Algorithmssics OR Algorithmssics) OR (algorithm OR (algorithm OR algorithm)))

VimTS: A Unified Video and Image Text Spotter for Enhancing the Cross-domain Generalization von Liu, Yuliang, Huang, Mingxin, Yan, Hao, Deng, Linger, Wu, Weijia, Lu, Hao, Shen, Chunhua, Jin, Lianwen, Bai, Xiang

Inhaltsangabe: “… ) by leveraging the Content Deformation Fields (CoDeF) algorithm. Notably, our method outperforms the state …”
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Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs von Kang, Feiyang, Just, Hoang Anh, Sun, Yifan, Jahagirdar, Himanshu, Zhang, Yuanzhi, Du, Rongxing, Sahu, Anit Kumar, Jia, Ruoxi

Inhaltsangabe: “… for subsequent fine-tuning while achieving desired performance levels. While many data selection algorithms have …”
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Decoding Cognitive Health Using Machine Learning: A Comprehensive Evaluation for Diagnosis of Significant Memory Concern von Sajid, M., Sharma, Rahul, Beheshti, Iman, Tanveer, M.

Inhaltsangabe: “… and accurate assessment of SMC. The source codes of the algorithms and datasets used in this study …”
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Rethinking Histology Slide Digitization Workflows for Low-Resource Settings von Zehra, Talat, Marino, Joseph, Wang, Wendy, Frantsuzov, Grigoriy, Nadeem, Saad

Inhaltsangabe: “… ), knowledge sharing (education), and using the state-of-the-art artificial intelligence algorithms (augmented …”
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Rethinking Barely-Supervised Volumetric Medical Image Segmentation from an Unsupervised Domain Adaptation Perspective von Shen, Zhiqiang, Cao, Peng, Su, Junming, Yang, Jinzhu, Zaiane, Osmar R.

Inhaltsangabe: “… paradigm. Specifically, we first design a novel noise-free labeled data construction algorithm (NFC …”
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Data-Driven Symbol Detection for Intersymbol Interference Channels with Bursty Impulsive Noise von Karanov, Boris, Chen, Chin-Hung, Wu, Yan, Young, Alex, van Houtum, Wim

Inhaltsangabe: “… in coded transmission over intersymbol interference (ISI) channels in presence of bursty impulsive noise …”
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Cache Blocking of Distributed-Memory Parallel Matrix Power Kernels von Lacey, Dane C., Alappat, Christie L., Lange, Florian, Hager, Georg, Fehske, Holger, Wellein, Gerhard

Inhaltsangabe: “… Sparse matrix-vector products (SpMVs) are a bottleneck in many scientific codes. Due to the heavy …”
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MVMS-RCN: A Dual-Domain Unfolding CT Reconstruction with Multi-sparse-view and Multi-scale Refinement-correction von Fan, Xiaohong, Chen, Ke, Yi, Huaming, Yang, Yin, Zhang, Jianping

Inhaltsangabe: “… imaging algorithms for sparse-view tomography reconstructions. We propose a novel dual-domain deep …”
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Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience von Huynh, Thanh Trung, Nguyen, Trong Bang, Nguyen, Phi Le, Nguyen, Thanh Tam, Weidlich, Matthias, Nguyen, Quoc Viet Hung, Aberer, Karl

Inhaltsangabe: “… an algorithm to systematically remove the impact of the target client from the trained model. In addition …”
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A Deep Learning Model for Coronary Artery Segmentation and Quantitative Stenosis Detection in Angiographic Images von Huang, Baixiang, Luo, Yu, Wei, Guangyu, He, Songyan, Shao, Yushuang, Zeng, Xueying

Inhaltsangabe: “… , with sensitivity of 0.9832 and specificity of 0.9933. Additionally, the stenosis detection algorithm achieved a …”
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A Novel Defense Against Poisoning Attacks on Federated Learning: LayerCAM Augmented with Autoencoder von Zheng, Jingjing, Yuan, Xin, Li, Kai, Ni, Wei, Tovar, Eduardo, Crowcroft, Jon

Inhaltsangabe: “… of misclassifications with LayerCAM-AE, a voting algorithm is developed, where a local model update is flagged …”
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SPIN: Spacecraft Imagery for Navigation von Montalvo, Javier, Pérez-Villar, Juan Ignacio Bravo, García-Martín, Álvaro, Carballeira, Pablo, Bescós, Jesús

Inhaltsangabe: “… challenge for developing learning-based visual navigation algorithms crucial for autonomous spacecraft …”
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The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs von Wang, Kun, Zhang, Guibin, Zhang, Xinnan, Fang, Junfeng, Wu, Xun, Li, Guohao, Pan, Shirui, Huang, Wei, Liang, Yuxuan

Inhaltsangabe: “… snowflake hypothesis; (4) efficiency comparison with existing graph pruning algorithms. Our observations …”
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ReaL: Efficient RLHF Training of Large Language Models with Parameter Reallocation von Mei, Zhiyu, Fu, Wei, Li, Kaiwei, Wang, Guangju, Zhang, Huanchen, Wu, Yi

Inhaltsangabe: “… on this concept, ReaL employs a tailored search algorithm with a lightweight run-time estimator to automatically …”
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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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