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    Semantic Image Synthesis via Class-Adaptive Cross-Attention by Tomaso Fontanini, Claudio Ferrari, Giuseppe Lisanti, Massimo Bertozzi, Andrea Prati

    Published 2025-01-01
    “…In response, we designed a novel architecture where cross-attention layers are used in place of SPADE for learning shape-style correlations and so conditioning the image generation process. …”
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    Energy-efficient and fast memristor-based serial multipliers applicable in image processing by Seyed Erfan Fatemieh, Bahareh Bagheralmoosavi, Mohammad Reza Reshadinezhad

    Published 2025-03-01
    “…The computational complexity of IMPLY-based multipliers for use in the CIM-A architecture is a significant design challenge. Implementing IMPLY-based crossbar array-friendly multipliers and reducing their computational cycles and energy consumption are designers' goals in applying computational applications such as convolution in the basic CIM-A architecture. …”
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