Patryk Będkowski
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View article: Universal Properties of Activation Sparsity in Modern Large Language Models
Universal Properties of Activation Sparsity in Modern Large Language Models Open
Input-dependent activation sparsity is a notable property of deep learning models, which has been extensively studied in networks with ReLU activations and is associated with efficiency, robustness, and interpretability. However, the appro…
View article: Deep Generative Models for Proton Zero Degree Calorimeter Simulations in ALICE, CERN
Deep Generative Models for Proton Zero Degree Calorimeter Simulations in ALICE, CERN Open
Simulating detector responses is a crucial part of understanding the inner-workings of particle collisions in the Large Hadron Collider at CERN. The current reliance on statistical Monte-Carlo simulations strains CERN's computational grid,…