Tommasi, Tatiana
- MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers
2023/11/27 by Yawar Siddiqui, Antonio Alliegro, Siddiqui, Yawar +13 · 44 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
- Domain Generalization by Solving Jigsaw Puzzles
2019/03/16 by Carlucci, Fabio Maria, D'Innocente, Antonio, Bucci, Silvia +2 · 17 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- An Outlook into the Future of Egocentric Vision
2023/08/14 by Chiara Plizzari, Gabriele Goletto, Plizzari, Chiara +13 · 17 citations
Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Digital Games and Media #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Opportunistic and Delay-Tolerant Networks
- PolyDiff: Generating 3D Polygonal Meshes with Diffusion Models
2023/12/18 by Antonio Alliegro, Alliegro, Antonio, Yawar Siddiqui +5 · 13 citations
Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #Advanced Neuroimaging Techniques and Applications #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Testbed for Cross-Dataset Analysis
2014/02/24 by Tatiana Tommasi, Tommasi, Tatiana, Tinne Tuytelaars +3 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- On the Effectiveness of Image Rotation for Open Set Domain Adaptation
2020/07/24 by Bucci, Silvia, Loghmani, Mohammad Reza, Tommasi, Tatiana · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Domain Randomization via Entropy Maximization
2023/11/03 by Gabriele Tiboni, Tiboni, Gabriele, Pascal Klink +9 · 3 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics #Robotics (cs.RO)
- A Deeper Look at Dataset Bias
2015/05/06 by Tatiana Tommasi, Tommasi, Tatiana, Novi Patricia +5 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
- Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning
2024/06/03 by Iurada, Leonardo, Ciccone, Marco, Tommasi, Tatiana · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Bridging the gap between Natural and Medical Images through Deep Colorization
2020/05/21 by Morra, Lia, Piano, Luca, Lamberti, Fabrizio +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph)
- PaintNet: Unstructured Multi-Path Learning from 3D Point Clouds for Robotic Spray Painting
2022/11/13 by Tiboni, Gabriele, Camoriano, Raffaello, Tommasi, Tatiana · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- Self-Supervised Learning Across Domains
2020/07/24 by Bucci, Silvia, D'Innocente, Antonio, Liao, Yujun +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Rethinking Domain Generalization Baselines
2021/01/22 by Borlino, Francesco Cappio, D'Innocente, Antonio, Tommasi, Tatiana · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Denoise and Contrast for Category Agnostic Shape Completion
2021/03/30 by Alliegro, Antonio, Valsesia, Diego, Fracastoro, Giulia +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation
2021/07/05 by Silvia Bucci, Francesco Cappio Borlino, Bucci, Silvia +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- End-to-End Learning to Grasp via Sampling from Object Point Clouds
2022/03/10 by Antonio Alliegro, Martin Rudorfer, Alliegro, Antonio +7 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Robot Manipulation and Learning #Robotics (cs.RO)
- Efficient Model Editing with Task-Localized Sparse Fine-tuning
2025/04/03 by Iurada, Leonardo, Ciccone, Marco, Tommasi, Tatiana · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Domain Randomization for Robust, Affordable and Effective Closed-loop Control of Soft Robots
2023/03/07 by Gabriele Tiboni, Tiboni, Gabriele, Andrea Protopapa +5 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Segmentation Re-thinking Uncertainty Estimation Metrics for Semantic Segmentation
2024/03/28 by Ma, Qitian, Rai, Shyam Nanda, Masone, Carlo +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- 3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding Semantic Novelty Detection on Point Clouds
2022/07/23 by Alliegro, Antonio, Borlino, Francesco Cappio, Tommasi, Tatiana · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Modern Take on Visual Relationship Reasoning for Grasp Planning
2024/09/03 by Paolo Rabino, Tatiana Tommasi, Rabino, Paolo +1 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotic Path Planning Algorithms #Robotics (cs.RO) #Semantic Web and Ontologies
- MaskPlanner: Learning-Based Object-Centric Motion Generation from 3D Point Clouds
2025/02/26 by Gabriele Tiboni, Raffaello Camoriano, Tiboni, Gabriele +3 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Robotics (cs.RO)
- Hier-EgoPack: Hierarchical Egocentric Video Understanding with Diverse Task Perspectives
2025/02/04 by Simone Peirone, Peirone, Simone Alberto, Francesca Pistilli +7 · 1 citation
Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Identity, Memory, and Therapy