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Pietro Liò

University of Cambridge - Computer Laboratory

Sparsity is All You Need: Rethinking Biological Pathway-Informed Approaches in Deep Learning

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May 07, 2025
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Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI

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Apr 28, 2025
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FAIRGAME: a Framework for AI Agents Bias Recognition using Game Theory

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Apr 22, 2025
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Entropy-Lens: The Information Signature of Transformer Computations

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Feb 23, 2025
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Towards Mechanistic Interpretability of Graph Transformers via Attention Graphs

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Feb 17, 2025
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Integrating Probabilistic Trees and Causal Networks for Clinical and Epidemiological Data

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Jan 27, 2025
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Multi-Head Explainer: A General Framework to Improve Explainability in CNNs and Transformers

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Jan 02, 2025
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Dirac-Equation Signal Processing: Physics Boosts Topological Machine Learning

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Dec 06, 2024
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Explainable Deep Learning Framework for SERS Bio-quantification

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Nov 12, 2024
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Deep Equilibrium Algorithmic Reasoning

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Oct 19, 2024
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