Search Results - "Spadaro, Gabriele"

Domain Adaptation for Learned Image Compression with Supervised Adapters by Presta, Alberto, Spadaro, Gabriele, Tartaglione, Enzo, Fiandrotti, Attilio, Grangetto, Marco

“…In Learned Image Compression (LIC), a model is trained at encoding and decoding images sampled from a source domain, often outperforming traditional codecs on…”
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Domain Adaptation for Learned Image Compression with Supervised Adapters by Presta, Alberto, Spadaro, Gabriele, Tartaglione, Enzo, Fiandrotti, Attilio, Grangetto, Marco

“…In Learned Image Compression (LIC), a model is trained at encoding and decoding images sampled from a source domain, often outperforming traditional codecs on…”
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GABIC: Graph-based Attention Block for Image Compression by Spadaro, Gabriele, Presta, Alberto, Tartaglione, Enzo, Giraldo, Jhony H, Grangetto, Marco, Fiandrotti, Attilio

“…While standardized codecs like JPEG and HEVC-intra represent the industry standard in image compression, neural Learned Image Compression (LIC) codecs…”
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WiGNet: Windowed Vision Graph Neural Network by Spadaro, Gabriele, Grangetto, Marco, Fiandrotti, Attilio, Tartaglione, Enzo, Giraldo, Jhony H

“…In recent years, Graph Neural Networks (GNNs) have demonstrated strong adaptability to various real-world challenges, with architectures such as Vision GNN…”
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Shannon Strikes Again! Entropy-based Pruning in Deep Neural Networks for Transfer Learning under Extreme Memory and Computation Budgets by Spadaro, Gabriele, Renzulli, Riccardo, Bragagnolo, Andrea, Giraldo, Jhony H., Fiandrotti, Attilio, Grangetto, Marco, Tartaglione, Enzo

“…Deep neural networks have become the de-facto standard across various computer science domains. Nonetheless, effectively training these deep networks remains…”
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