Serra, Giuseppe

1. A Deep Multi-Level Network for Saliency Prediction
   2016/09/05 by Cornia, Marcella, Baraldi, Lorenzo, Serra, Giuseppe +1 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Extensive Evaluation of Transformer-based Architectures for Adverse Drug Events Extraction
   2023/06/08 by Scaboro, Simone, Portellia, Beatrice, Chersoni, Emmanuele +2 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention
   2017/06/26 by Marcella Cornia, Cornia, Marcella, Lorenzo Baraldi +5 · 1 citation
   Computer Science · #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection #Advanced Image and Video Retrieval Techniques
4. Data augmentation techniques for the Video Question Answering task
   2020/08/22 by Falcon, Alex, Lanz, Oswald, Serra, Giuseppe · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Generalizing over Long Tail Concepts for Medical Term Normalization
   2022/10/21 by Portelli, Beatrice, Scaboro, Simone, Santus, Enrico +3 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
6. Human-Centric Research for NLP: Towards a Definition and Guiding Questions
   2022/07/10 by Kotnis, Bhushan, Gashteovski, Kiril, Gastinger, Julia +7 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. On the Computation of the Gaussian Rate-Distortion-Perception Function
   2023/11/15 by Giuseppe Serra, Photios A. Stavrou, Serra, Giuseppe +3 · 2 citations
   Computer Science · Engineering · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Sparse and Compressive Sensing Techniques #Statistical Mechanics and Entropy
8. Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond
   2024/05/29 by Serra, Giuseppe, Buettner, Florian · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning
   2024/07/10 by Giuseppe Serra, B. Werner, Serra, Giuseppe +3 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling