Enzo Tartaglione

Latest

• A Differentiable Entropy Model for Learned Image Compression
• Two is Better than One: Achieving High-Quality 3D Scene Modeling with a NeRF Ensemble
• Shannon Strikes Again! Entropy-based Pruning in Deep Neural Networks for Transfer Learning under Extreme Memory and Computation Budgets
• Unbiased Supervised Contrastive Learning
• A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray Images
• Loss-based sensitivity regularization: towards deep sparse neural networks
• Method and apparatus for pruning neural networks
• REM: Routing Entropy Minimization for Capsule Networks
• To update or not to update? Neurons at equilibrium in deep models
• Unsupervised Learning of Unbiased Visual Representations
• Bridging the gap between debiasing and privacy for deep learning
• Capsule networks with routing annealing
• EnD: Entangling and Disentangling deep representations for bias correction
• On the role of structured pruning for neural network compression
• Serene: Sensitivity-based regularization of neurons for structured sparsity in neural networks
• UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading
• Pruning artificial neural networks: A way to find well-generalizing, high-entropy sharp minima
• Unveiling covid-19 from chest x-ray with deep learning: a hurdles race with small data