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7841
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning
Publicado 2024Tabla de Contenidos: “…. Considering the proximal policy optimization as the basic training algorithm, we also adopt the average reward…”
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Preprint -
7842
An Understanding of Principal Differential Analysis
Publicado 2024Tabla de Contenidos: “… estimation approach of PDA. Therefore, we introduce an iterative bias-reduction algorithm that can be applied…”
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7843
PLeaS -- Merging Models with Permutations and Least Squares
Publicado 2024Tabla de Contenidos: “… new two-step algorithm to merge models -- termed PLeaS -- which relaxes these constraints. First…”
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7844
HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation
Publicado 2024Tabla de Contenidos: “… performance of HiDiff over existing medical segmentation algorithms, including the state-of-the-art…”
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7845
Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification
Publicado 2024Tabla de Contenidos: “… recommendation algorithm can accurately identify the effective augmentations for a given time series dataset…”
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7846
Enhanced Masked Image Modeling to Avoid Model Collapse on Multi-modal MRI Datasets
Publicado 2024Tabla de Contenidos: “… diagnosis from different views. Deep learning algorithms are suitable for identifying specific anatomical…”
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7847
BUSClean: Open-source software for breast ultrasound image pre-processing and knowledge extraction for medical AI
Publicado 2024Tabla de Contenidos: “… clinical BUS datasets. The algorithm performs BUS scan filtering (flagging of invalid and non-B-mode scans…”
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7848
Attention-based SIC Ordering and Power Allocation for Non-orthogonal Multiple Access Networks
Publicado 2024Tabla de Contenidos: “… of approximately 50 milliseconds in a ten-user NOMA network, aligning with static SIC ordering algorithms…”
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7849
SuperVINS: A Real-Time Visual-Inertial SLAM Framework for Challenging Imaging Conditions
Publicado 2024Tabla de Contenidos: “… strategy based on the RANSAC algorithm is proposed. The system is allowed to set different masks and RANSAC…”
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7850
Batch-FPM: Random batch-update multi-parameter physical Fourier ptychography neural network
Publicado 2024Tabla de Contenidos: “… pathology, and biomedical research, etc. In addition, we believe our algorithm scheme can help researchers…”
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7851
LMM-VQA: Advancing Video Quality Assessment with Large Multimodal Models
Publicado 2024Tabla de Contenidos: “… for effective video quality assessment (VQA) algorithms to monitor and perceptually optimize the quality…”
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7852
Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency
Publicado 2024Tabla de Contenidos: “… for efficient image quality assessment (IQA) algorithms, as adopting full-resolution images as inputs leads…”
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7853
DrawingSpinUp: 3D Animation from Single Character Drawings
Publicado 2024Tabla de Contenidos: “… deformation algorithm to refine the slim structures represented by the single-line contours. The experimental…”
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7854
Deep Graph Anomaly Detection: A Survey and New Perspectives
Publicado 2024Tabla de Contenidos: “… to the codes of algorithms, and empirical comparison is available at https://github.com/mala-lab/Awesome-Deep…”
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7855
Knowledge-Based Ultra-Low-Latency Semantic Communications for Robotic Edge Intelligence
Publicado 2024Tabla de Contenidos: “…The 6G mobile networks will feature the widespread deployment of AI algorithms at the network edge…”
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7856
Neural Network Constraints on the Cosmic-Ray Ionization Rate and Other Physical Conditions in NGC 253 with ALCHEMI Measurements of HCN and HNC
Publicado 2024Tabla de Contenidos: “…) of the starburst galaxy NGC 253. Using output from the chemical code UCLCHEM, we train a neural network model…”
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7857
Secure Multiparty Generative AI
Publicado 2024Tabla de Contenidos: “… to these models and centralized model providers is alarming. For example, confidential source code from Samsung…”
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7858
StratLearn-z: Improved photo-$z$ estimation from spectroscopic data subject to selection effects
Publicado 2024Tabla de Contenidos: “… the GPz algorithm, quantifying the performance of the two codes with a set of metrics. Our results show…”
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7859
Automated Curvy Waveguide Routing for Large-Scale Photonic Integrated Circuits
Publicado 2024Tabla de Contenidos: “… in automated PIC routing largely relies on off-the-shelf algorithms designed for electrical circuits, which…”
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7860
RoMo: A Robust Solver for Full-body Unlabeled Optical Motion Capture
Publicado 2024Tabla de Contenidos: “… continuity of markers, RoMo generates marker tracklets using a K-partite graph-based clustering algorithm…”
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Preprint