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Exploring Trade-Offs between Specialized Dataflow Kernels and a Reusable Overlay in a Stereo Matching Case Study
Published 2015-01-01“…As common starting point, we employ a kernel-centric design approach, where computational hotspots in an application are identified and individually accelerated on FPGA. …”
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MobileNet-HeX: Heterogeneous Ensemble of MobileNet eXperts for Efficient and Scalable Vision Model Optimization
Published 2024-12-01“…Efficient and accurate vision models are essential for real-world applications such as medical imaging and deepfake detection, where both performance and computational efficiency are critical. While recent vision models achieve high accuracy, they often come with the trade-off of increased size and computational demands. …”
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Testing convolutional neural network based deep learning systems: a statistical metamorphic approach
Published 2025-01-01“…Furthermore, we also propose an MRs minimization algorithm for the CUT, thus saving computational costs and organizational testing resources.…”
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Hyperspectral segmentation of plants in fabricated ecosystems
Published 2025-02-01Get full text
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Enhancing Resilience and Efficiency in Power System: A Five-Level Dynamic Planning Model
Published 2024-01-01Get full text
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Enhancing Feedback Quality at Scale: Leveraging Machine Learning for Learner-Centered Feedback
Published 2024-12-01Get full text
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Developing and validating the scale of language teachers’ design thinking competency in artificial intelligence language teaching (LTDTAILT)
Published 2025-06-01“…Nowadays, cultivating DT within any educational program is becoming increasingly important for teachers since Artificial Intelligence (AI) and chatbots are available to all students. …”
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LLaVA-docent: Instruction tuning with multimodal large language model to support art appreciation education
Published 2024-12-01Get full text
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