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Simone Scardapane

Alice's Adventures in a Differentiable Wonderland -- Volume I, A Tour of the Land

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Apr 26, 2024
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Adaptive Semantic Token Selection for AI-native Goal-oriented Communications

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Apr 25, 2024
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Conditional computation in neural networks: principles and research trends

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Mar 12, 2024
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Position Paper: Challenges and Opportunities in Topological Deep Learning

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Feb 14, 2024
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Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach

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Feb 12, 2024
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TopoX: A Suite of Python Packages for Machine Learning on Topological Domains

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Feb 07, 2024
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Cascaded Scaling Classifier: class incremental learning with probability scaling

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Feb 05, 2024
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Adaptive Point Transformer

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Jan 26, 2024
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NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks

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Jan 24, 2024
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Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference

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Dec 15, 2023
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