Risultati della ricerca - coding (Algorithmssics OR (algorithm OR Algorithmssics))

SPIN: Spacecraft Imagery for Navigation di Montalvo, Javier, Pérez-Villar, Juan Ignacio Bravo, García-Martín, Álvaro, Carballeira, Pablo, Bescós, Jesús

Sommario: “... challenge for developing learning-based visual navigation algorithms crucial for autonomous spacecraft...”
Testo

The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs di Wang, Kun, Zhang, Guibin, Zhang, Xinnan, Fang, Junfeng, Wu, Xun, Li, Guohao, Pan, Shirui, Huang, Wei, Liang, Yuxuan

Sommario: “... snowflake hypothesis; (4) efficiency comparison with existing graph pruning algorithms. Our observations...”
Testo

ReaL: Efficient RLHF Training of Large Language Models with Parameter Reallocation di Mei, Zhiyu, Fu, Wei, Li, Kaiwei, Wang, Guangju, Zhang, Huanchen, Wu, Yi

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

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

Sommario: “.... Considering the proximal policy optimization as the basic training algorithm, we also adopt the average reward...”
Testo

An Understanding of Principal Differential Analysis di Gunning, Edward, Hooker, Giles

Sommario: “... 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 di Nasery, Anshul, Hayase, Jonathan, Koh, Pang Wei, Oh, Sewoong

Sommario: “... new two-step algorithm to merge models -- termed PLeaS -- which relaxes these constraints. First...”
Testo

HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation di Chen, Tao, Wang, Chenhui, Chen, Zhihao, Lei, Yiming, Shan, Hongming

Sommario: “... performance of HiDiff over existing medical segmentation algorithms, including the state-of-the-art...”
Testo

Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification di Liu, Ziyu, Alavi, Azadeh, Li, Minyi, Zhang, Xiang

Sommario: “... recommendation algorithm can accurately identify the effective augmentations for a given time series dataset...”
Testo

Enhanced Masked Image Modeling to Avoid Model Collapse on Multi-modal MRI Datasets di Han, Linxuan, Xiao, Sa, Li, Zimeng, Li, Haidong, Zhao, Xiuchao, Han, Yeqing, Guo, Fumin, Zhou, Xin

Sommario: “... diagnosis from different views. Deep learning algorithms are suitable for identifying specific anatomical...”
Testo

BUSClean: Open-source software for breast ultrasound image pre-processing and knowledge extraction for medical AI di Bunnell, Arianna, Hung, Kailee, Shepherd, John A., Sadowski, Peter

Sommario: “... clinical BUS datasets. The algorithm performs BUS scan filtering (flagging of invalid and non-B-mode scans...”
Testo

Attention-based SIC Ordering and Power Allocation for Non-orthogonal Multiple Access Networks di Huang, Liang, Zhu, Bincheng, Nan, Runkai, Chi, Kaikai, Wu, Yuan

Sommario: “... of approximately 50 milliseconds in a ten-user NOMA network, aligning with static SIC ordering algorithms...”
Testo

SuperVINS: A Real-Time Visual-Inertial SLAM Framework for Challenging Imaging Conditions di Luo, Hongkun, Liu, Yang, Guo, Chi, Li, Zengke, Song, Weiwei

Sommario: “... strategy based on the RANSAC algorithm is proposed. The system is allowed to set different masks and RANSAC...”
Testo

Batch-FPM: Random batch-update multi-parameter physical Fourier ptychography neural network di Sun, Ruiqing, Yang, Delong, Su, Yiyan, Zhang, Shaohui, Hao, Qun

Sommario: “... pathology, and biomedical research, etc. In addition, we believe our algorithm scheme can help researchers...”
Testo

LMM-VQA: Advancing Video Quality Assessment with Large Multimodal Models di Ge, Qihang, Sun, Wei, Zhang, Yu, Li, Yunhao, Ji, Zhongpeng, Sun, Fengyu, Jui, Shangling, Min, Xiongkuo, Zhai, Guangtao

Sommario: “... for effective video quality assessment (VQA) algorithms to monitor and perceptually optimize the quality...”
Testo

Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency di Sun, Wei, Zhang, Weixia, Cao, Yuqin, Cao, Linhan, Jia, Jun, Chen, Zijian, Zhang, Zicheng, Min, Xiongkuo, Zhai, Guangtao

Sommario: “... for efficient image quality assessment (IQA) algorithms, as adopting full-resolution images as inputs leads...”
Testo

DrawingSpinUp: 3D Animation from Single Character Drawings di Zhou, Jie, Xiao, Chufeng, Lam, Miu-Ling, Fu, Hongbo

Sommario: “... deformation algorithm to refine the slim structures represented by the single-line contours. The experimental...”
Testo

Deep Graph Anomaly Detection: A Survey and New Perspectives di Qiao, Hezhe, Tong, Hanghang, An, Bo, King, Irwin, Aggarwal, Charu, Pang, Guansong

Sommario: “... 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 di Zeng, Qunsong, Wang, Zhanwei, Zhou, You, Wu, Hai, Yang, Lin, Huang, Kaibin

Sommario: “...The 6G mobile networks will feature the widespread deployment of AI algorithms at the network edge...”
Testo

Neural Network Constraints on the Cosmic-Ray Ionization Rate and Other Physical Conditions in NGC 253 with ALCHEMI Measurements of HCN and HNC di 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.

Sommario: “...) 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 di Shrestha, Manil, Ravichandran, Yashodha, Kim, Edward

Sommario: “... to these models and centralized model providers is alarming. For example, confidential source code from Samsung...”
Testo