The proceedings contain 38 papers. The special focus in this conference is on Embedded computersystems: Architectures, modeling, and Simulation. The topics include: QCEDA: Using Quantum computers for EDA;Real-Ti...
ISBN:
(纸本)9783031783760
The proceedings contain 38 papers. The special focus in this conference is on Embedded computersystems: Architectures, modeling, and Simulation. The topics include: QCEDA: Using Quantum computers for EDA;Real-Time Linux on RISC-V: Long-Term Performance Analysis of PREEMPT_RT Patches;RV-VP2: Unlocking the Potential of RISC-V Packed-SIMD for Embedded Processing;A Novel system Simulation Framework for HBM2 FPGA Platforms;ONNX-To-Hardware Design Flow for Adaptive Neural-Network Inference on FPGAs;efficient Post-training Augmentation for Adaptive Inference in Heterogeneous and Distributed IoT Environments;pooling On-the-Go for NoC-Based Convolutional Neural Network Accelerator;Vitamin-V: Serverless Cloud Computing Porting on RISC-V;Design and Implementation of an Open Source OpenGL SC 2.0.1 Installable Client Driver and Offline Compiler;Plan Your Defense: A Comparative Analysis of Leakage Detection Methods on RISC-V Cores;iVault: Architectural Code Concealing Techniques to Protect Cryptographic Keys;I2DS: FPGA-Based Deep Learning Industrial Intrusion Detection system;ACRA: A Cutting-Edge Analytics Platform for Advanced Real-Time Corruption Risk Assessment and Investigation Prioritization;post Quantum Cryptography Research Lines in the Italian Center for Security and Rights in Cyberspace;advancing Future 5G/B5G systems: The Int5Gent Approach;RISC-V Accelerators, Enablement and applications for Automotive and Smart Home in the ISOLDE Project;PMDI: An AI-Enabled Ecosystem for Cooperative Urban Mobility;Open Source Software Randomisation Framework for Probabilistic WCET Prediction on Multicore CPUs, GPUs and Accelerators;a Hypervisor Based Platform for the Development and Verification of Reliable Software applications.
The proceedings contain 38 papers. The special focus in this conference is on Embedded computersystems: Architectures, modeling, and Simulation. The topics include: QCEDA: Using Quantum computers for EDA;Real-Ti...
ISBN:
(纸本)9783031783791
The proceedings contain 38 papers. The special focus in this conference is on Embedded computersystems: Architectures, modeling, and Simulation. The topics include: QCEDA: Using Quantum computers for EDA;Real-Time Linux on RISC-V: Long-Term Performance Analysis of PREEMPT_RT Patches;RV-VP2: Unlocking the Potential of RISC-V Packed-SIMD for Embedded Processing;A Novel system Simulation Framework for HBM2 FPGA Platforms;ONNX-To-Hardware Design Flow for Adaptive Neural-Network Inference on FPGAs;efficient Post-training Augmentation for Adaptive Inference in Heterogeneous and Distributed IoT Environments;pooling On-the-Go for NoC-Based Convolutional Neural Network Accelerator;Vitamin-V: Serverless Cloud Computing Porting on RISC-V;Design and Implementation of an Open Source OpenGL SC 2.0.1 Installable Client Driver and Offline Compiler;Plan Your Defense: A Comparative Analysis of Leakage Detection Methods on RISC-V Cores;iVault: Architectural Code Concealing Techniques to Protect Cryptographic Keys;I2DS: FPGA-Based Deep Learning Industrial Intrusion Detection system;ACRA: A Cutting-Edge Analytics Platform for Advanced Real-Time Corruption Risk Assessment and Investigation Prioritization;post Quantum Cryptography Research Lines in the Italian Center for Security and Rights in Cyberspace;advancing Future 5G/B5G systems: The Int5Gent Approach;RISC-V Accelerators, Enablement and applications for Automotive and Smart Home in the ISOLDE Project;PMDI: An AI-Enabled Ecosystem for Cooperative Urban Mobility;Open Source Software Randomisation Framework for Probabilistic WCET Prediction on Multicore CPUs, GPUs and Accelerators;a Hypervisor Based Platform for the Development and Verification of Reliable Software applications.
Recommender models aim to capture user preferences from historical feedback and then predict user-specific feedback on candidate items. However, the presence of various unmeasured confounders causes deviations between...
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ISBN:
(纸本)9789819755547;9789819755554
Recommender models aim to capture user preferences from historical feedback and then predict user-specific feedback on candidate items. However, the presence of various unmeasured confounders causes deviations between the user preferences in the historical feedback and the true preferences, resulting in models not meeting their expected performance. Existing debias models either (1) specific to solving one particular bias or (2) directly obtain auxiliary information from user historical feedback, which cannot identify whether the learned preferences are true user preferences or mixed with unmeasured confounders. Moreover, we find that the former recommender system is not only a successor to unmeasured confounders but also acts as an unmeasured confounder affecting user preference modeling, which has always been neglected in previous studies. To this end, we incorporate the effect of the former recommender system and treat it as a proxy for all unmeasured confounders. We propose a novel framework, Separating and Learning Latent Confounders For Recommendation (SLFR), which obtains the representation of unmeasured confounders to identify the counterfactual feedback by disentangling user preferences and unmeasured confounders, then guides the target model to capture the true preferences of users. Extensive experiments in five real-world datasets validate the advantages of our method.
Traditional design approaches to enterprise Architecture (EA) design faces increasing challenges in quickly changing business environments. This research provides an innovative artificial intelligence (AI)-driven Mult...
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The Virtual Trial Room is an innovative augmented reality (AR) system that enables users to virtually try on apparel, enhancing the online shopping experience by simulating a physical fitting room. This technology lev...
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The proceedings contain 29 papers. The topics discussed include: modeling and design of high precision sigma delta modulators;complex indoor and outdoor scene sensing method based on satellite + cellular networks;appl...
ISBN:
(纸本)9798400710926
The proceedings contain 29 papers. The topics discussed include: modeling and design of high precision sigma delta modulators;complex indoor and outdoor scene sensing method based on satellite + cellular networks;application of second-order phase-difference rearrangement transformation to time-delay estimation;research on carbon skateboard wear recognition system based on convolutional neural network;effects of visual rotation axis and clockwise/counterclockwise directions on circular vection in virtual reality;efficient algorithm for precise space-time determination of space debris based on numerical fitting method;realization of customizable modular system design for products;and prediction of benign and malignant thyroid nodules based on machine learning.
The rise of wearable smart devices has brought new opportunities for computer vision technology in the field of environment perception and scene recognition. This research focuses on using computer vision technology t...
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Research on the application of VR technology in museums is a field full of potential and innovation. With the continuous development of science and technology, virtual reality (VR) technology has brought revolutionary...
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With the explosive growth of multimedia data, how to effectively extract information from images and texts and realize the integration of the two has become a research hotspot. This paper discusses the application of ...
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The formal description of the assets and liabilities management (ALM) by a bank within regulatory requirements leads to an optimal control problem with phase constraints. The phase constraints arise from the restricti...
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