Andrea Dittadi

1. Diffusion Models for Video Prediction and Infilling
   2022/06/15 by Tobias Höppe, Arash Mehrjou, Höppe, Tobias +6 · 10 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis
2. Generalization and Robustness Implications in Object-Centric Learning
   2021/07/01 by Andrea Dittadi, Dittadi, Andrea, Samuele Papa +8 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. On Disentangled Representations Learned From Correlated Data
   2020/06/14 by Frederik Träuble, Träuble, Frederik, Elliot Creager +13 · 2 citations
   Computer Science · #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Neural Networks and Applications
4. DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability
   2022/10/01 by Cian Eastwood, Andrei Liviu Nicolicioiu, Eastwood, Cian +11 · 2 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
5. On the Transfer of Disentangled Representations in Realistic Settings
   2020/10/27 by Andrea Dittadi, Dittadi, Andrea, Frederik Träuble +13 · 2 citations
   Computer Science · #Computability, Logic, AI Algorithms #Machine Learning and Algorithms #Generative Adversarial Networks and Image Synthesis
6. Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models
   2024/07/22 by Amir Mohammad Karimi Mamaghan, Samuele Papa, Mamaghan, Amir Mohammad Karimi +7 · 2 citations
   Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection #Visual and Cognitive Learning Processes