基本信息
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职业迁徙
个人简介
My research field is Computer Vision and, broadly speaking, Artificial Intelligence. Specifically, my main research interest is Deep Learning (for both vision and non-vision tasks) with minimal human supervision, where networks are trained with no or very few annotations. I am interested in both discriminative and generative methods and I am currently working on different topics: Self-Supervised Learning, Few-Shot Object Detection, GAN-based Image Generation, Domain Adaptation, Continual Learning, Reinforcement Learning, Optimization and Meta-Optimization for Deep Networks. Generally speaking, my interests include and have included other Artificial Intelligence topics (e.g., Weakly-Supervised Object Detection, Anomaly Detection, Transfer Learning, Tampered Image Recognition, Image Captioning, Action Detection, Facial Expression Recognition, Pedestrian Detection, Image Retrieval, Vision Guided Robot Navigation, Facial Landmark Localization, People and Vehicle Counting and many others). In the past, I have actively worked also on other, non-machine learning based AI areas, such as Problem Solving, Knowledge Representation or e-learning (AI in Education).
研究兴趣
论文共 93 篇作者统计合作学者相似作者
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Martin Menabue, Emanuele Frascaroli,Matteo Boschini,Enver Sangineto,Lorenzo Bonicelli,Angelo Porrello,Simone Calderara
arxiv(2024)
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Ital-IApp.512-516, (2023)
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arxiv(2023)
arxiv(2023)
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