Giuseppe Serra

1. Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention
   2017/06/26 by Marcella Cornia, Lorenzo Baraldi, Cornia, Marcella +5 · 1 citation
   Computer Science · #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection #Advanced Image and Video Retrieval Techniques
2. 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
3. How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning
   2024/07/10 by Giuseppe Serra, Serra, Giuseppe, B. Werner +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
4. Rate-Distortion-Perception Theory: Redefining the Fundamental Limits of Information Representation
   2026/07/19 by Photios A. Stavrou, Giuseppe Serra, Marios Kountouris
   #cs.IT #cs.LG #cs.SY #eess.SY #math.IT
5. DP-IVON-Gradsq: Differentially Private Squared-Gradient Improved Variational Online Newton
   2026/07/26 by Nour Jamoussi, Ikram Dridi, Giuseppe Serra +1
   #cs.LG