Papa, Samuele
- Generalization and Robustness Implications in Object-Centric Learning
2021/07/01 by Andrea Dittadi, Samuele Papa, Dittadi, Andrea +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)
- Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination
2024/12/19 by Leonardo Barcellona, Barcellona, Leonardo, Andrii Zadaianchuk +9 · 9 citations
Engineering · Computer Science · #Robot Manipulation and Learning #Reinforcement Learning in Robotics
- How to Train Neural Field Representations: A Comprehensive Study and Benchmark
2023/12/15 by Samuele Papa, Riccardo Valperga, Papa, Samuele +11 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Medical Image Segmentation Techniques
- Grounding Continuous Representations in Geometry: Equivariant Neural Fields
2024/06/09 by David R. Wessels, Wessels, David R, David M. Knigge +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Space-Time Continuous PDE Forecasting using Equivariant Neural Fields
2024/06/10 by David M. Knigge, Knigge, David M., David R. Wessels +11 · 2 citations
Computer Science · Decision Sciences · Environmental Science · #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
- 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
- NeuralDEM -- Real-time Simulation of Industrial Particulate Flows
2024/11/14 by Alkin, Benedikt, Kronlachner, Tobias, Papa, Samuele +3 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- RecFusion: A Binomial Diffusion Process for 1D Data for Recommendation
2023/06/15 by G. F. Benedict, Bénédict, Gabriel, Olivier Jeunen +9 · 1 citation
Computer Science · Social Sciences · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques