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Latest publications
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Jhony H Giraldo, Konstantinos Skianis, Thierry Bouwmans, Fragkiskos D Malliaros. On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks. CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management, Oct 2023, Birmingham United Kingdom, United Kingdom. pp.566-576, ⟨10.1145/3583780.3614997⟩. ⟨hal-04263891⟩
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Gabriele Spadaro, Riccardo Renzulli, Andrea Bragagnolo, Jhony H. Giraldo, Attilio Fiandrotti, et al.. Shannon Strikes Again! Entropy-Based Pruning in Deep Neural Networks for Transfer Learning Under Extreme Memory and Computation Budgets. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, Oct 2023, Paris, France. pp.1518-1522. ⟨hal-04269159⟩
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Francesco Di Sario, Riccardo Renzulli, Enzo Tartaglione, Marco Grangetto. Two is Better than One: Achieving High-Quality 3D Scene Modeling with a NeRF Ensemble. Image Analysis and Processing – ICIAP 2023, 14234, Springer Nature Switzerland, pp.320-331, 2023, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-43153-1_27⟩. ⟨hal-04205640⟩