Massimiliano Mancini

Semi-Supervised and Unsupervised Deep Visual Learning: A Survey

Yanbei Chen, Massimiliano Mancini, Xiatian Zhu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 165 citations · Full text

Unified Taxonomy, Image Classification, Convolutional Neural Network +14

Cluster-driven Graph Federated Learning over Multiple Domains

Debora Caldarola, Massimiliano Mancini, Fabio Galasso et al. · Institutional Research Information System (Università degli Studi di Trento) · 2021 · 83 citations · Full text

Cluster Computing, Multiple Domains, Engineering +18

Learning Graph Embeddings for Open World Compositional Zero-Shot Learning

Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 82 citations · Full text

Few-shot Learning, Geometric Learning, Graph Neural Network +14

Embedding Words and Senses Together via Joint Knowledge-Enhanced Training

Massimiliano Mancini, José Camacho-Collados, Ignacio Iacobacci et al. · 2017 · 60 citations · Full text

KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning

Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 54 citations · Full text

Artificial Intelligence, Few-shot Learning, Structured Prediction +18