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检索条件"任意字段=9th International Conference on Algorithms and Architectures for Parallel Processing"

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24th international conference on algorithms and architectures for parallel processing, ICA3PP 2024

24th International Conference on Algorithms and Architecture...

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24th international conference on algorithms and architectures for parallel processing, ICA3PP 2024

ISBN: (纸本)9789819615247

the proceedings contain 131 papers. the special focus in this conference is on algorithms and architectures for parallel processing. the topics include: MARO: Enabling Full MPI Automatic Refactoring in DSL-Based Programming Framework;SSC: An SRAM-Based Silence Computing Design for On-chip Memory;TP-BFT: A Faster Asynchronous BFT Consensus with parallel Structure;LTP: A Lightweight On-Chip Temporary Prefetcher for Data-Dependent Memory Accesses;A Neural Network-Based PUF Protection Method Against Machine Learning Attack;Compression Format and Systolic Array Structure Co-design for Accelerating Sparse Matrix Multiplication in DNNs;multidimensional Intrinsic Identity Construction and Dynamic Seamless Authentication Schemes in IoT Environments;invisible Backdoor Attack with Image Contours Triggers;finestra: Multi-aggregator Swarm Learning for Gradient Leakage Defense;DIsFU: Protecting Innocent Clients in Federated Unlearning;multiple-Round Aggregation of Abstract Semantics for Secure Heterogeneous Federated Learning;dynamic Privacy Protection with Large Language Model in Social Networks;a Dynamic Symmetric Searchable Encryption Scheme for Rapid Conjunctive Queries;a Data Watermark Scheme Base on Data Converted Bitmap for Data Trading;distributed Incentive Algorithm for Fine-Grained Offloading in Vehicular Ad Hoc Networks;mitigating Over-Unlearning in Machine Unlearning with Synthetic Data Augmentation;AW-YOLOv9: Adverse Weather Conditions Adaptation for UAV Detection;efficient and Privacy-Preserving Ranking-Based Federated Learning;on-Chain Dynamic Policy Evaluation for Decentralized Access Control;DPG-FairFL: A Dual-Phase GAN-Based Defense Framework Against Image-Based Fairness Data Poisoning Attacks in Federated Learning.

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24th international conference on algorithms and architectures for parallel processing, ICA3PP 2024

24th International Conference on Algorithms and Architecture...

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24th international conference on algorithms and architectures for parallel processing, ICA3PP 2024

ISBN: (纸本)9789819615278

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24th international conference on algorithms and architectures for parallel processing, ICA3PP 2024

24th International Conference on Algorithms and Architecture...

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24th international conference on algorithms and architectures for parallel processing, ICA3PP 2024

ISBN: (纸本)9789819615414

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24th international conference on algorithms and architectures for parallel processing, ICA3PP 2024

24th International Conference on Algorithms and Architecture...

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24th international conference on algorithms and architectures for parallel processing, ICA3PP 2024

ISBN: (纸本)9789819615476

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24th international conference on algorithms and architectures for parallel processing, ICA3PP 2024

24th International Conference on Algorithms and Architecture...

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24th international conference on algorithms and architectures for parallel processing, ICA3PP 2024

ISBN: (纸本)9789819615506

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24th international conference on algorithms and architectures for parallel processing, ICA3PP 2024

24th International Conference on Algorithms and Architecture...

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24th international conference on algorithms and architectures for parallel processing, ICA3PP 2024

ISBN: (纸本)9789819615445

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DPE-Net: Dual-parallel Encoder Based Network for Semantic Segmentation of Polyps

DPE-Net: Dual-Parallel Encoder Based Network for Semantic Se...

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9th international conference on Signal and Image processing (ICSIP)

作者： Manan, Malik Abdul Feng Jinchao Ahmed, Shahzad Raheem, Abdul Beijing Univ Technol Fac Informat Technol Beijing Peoples R China

ISBN: (纸本)9798350350920

In medical imaging, efficient segmentation of colon polyps plays a pivotal role in minimally invasive solutions for colorectal cancer. this study introduces a novel approach employing two parallel encoder branches within a network for polyp segmentation. One branch of the encoder incorporates the dual convolution blocks that have the capability to maintain feature information over increased depths, and the other block embraces the single convolution block with the addition of the previous layer's feature, offering diversity in feature extraction within the encoder, combining them before transpose layers with a depth-wise concatenation operation. Our model demonstrated superior performance, surpassing several established deep-learning architectures on the Kvasir and CVC-ClinicDB datasets, achieved a Dice score of 0.919, a mIoU of 0.866 for the Kvasir dataset, and a Dice score of 0.931 and a mIoU of 0.891 for the CVC-ClinicDB. the visual and quantitative results highlight the efficacy of our model, potentially setting a new model in medical image segmentation.

关键词： Polyps Segmentation parallel Encoder Network Colonoscopy Images parallel Feature Extraction

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20th international conference on algorithms and architectures for parallel processing, ICA3PP 2020

20th International Conference on Algorithms and Architecture...

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20th international conference on algorithms and architectures for parallel processing, ICA3PP 2020

ISBN: (纸本)9783030602383

the proceedings contain 145 papers. the special focus in this conference is on algorithms and architectures for parallel processing. the topics include: An Improved Heterogeneous Dynamic List Schedule Algorithm;fastthetaJoin: An Optimization on Multi-way Data Stream θ -join with Range Constraints;a Distributed Framework for Online Stream Data Clustering;end-System Aware Large File Transfer Solution for Rich Media Applications over 5G Mobile Networks;broad Learning System with Proportional-Integral-Differential Gradient Descent;Accelerating De Novo Assembler WTDBG2 on Commodity Servers;Typing Everywhere with an EMG Keyboard: A Novel Myo Armband-Based HCI Tool;accelerating Pattern Matching on Intel Xeon Phi Processors;Redistributing and Optimizing High-Resolution Ocean Model POP2 to Million Sunway Cores;Efficient Sorting and Join on NVM-Based Hybrid Memory;performance Optimization for Feature Extraction Section of DeepChem;principal Component Analysis for Fingerprint Positioning;priority Based Service Placement Strategy in Heterogeneous Mobile Edge Computing;VTC: A Scheduling Framework Between Soft Real-Time and Hard Real-Time on Multimedia OS;A BSP Based Approach for NFAs Intersection;tight Bound of parallel Request Latency for Erasure-Coded Distributed Storage System;High-Performance Simulations on GPUs Using Adaptive Time Steps;Performance Modeling of Stencil Computation on SW26010 Processors;Optimizing B+ -Tree Searches on Coupled CPU-GPU architectures;OCVM: Optimizing the Isolation of Virtual Machines with Open-Channel SSDs;parallel SCC Detection Based on Reusing Warps and Coloring Partitions on GPUs;CANRT: A Client-Active NVM-Based Radix Tree for Fast Remote Access;distributed and parallel Ensemble Classification for Big Data Based on Kullback-Leibler Random Sample Partition;SWAF: A Distributed Solar WSN Adaptive Framework.

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20th international conference on algorithms and architectures for parallel processing, ICA3PP 2020