Michieli, Umberto

16 publications

NeurIPS 2025 Adaptive Cannistraci-Hebb Network Automata Modelling of Complex Networks for Path-Based Link Prediction Jialin Zhao, Alessandro Muscoloni, Umberto Michieli, Yingtao Zhang, Carlo Vittorio Cannistraci

NeurIPS 2025 Brain Network Science Modelling of Sparse Neural Networks Enables Transformers and LLMs to Perform as Fully Connected Yingtao Zhang, Diego Cerretti, Jialin Zhao, Wenjing Wu, Ziheng Liao, Umberto Michieli, Carlo Vittorio Cannistraci

ICLRW 2025 Brain-Inspired Sparse Training Enables Transformers and LLMs to Perform as Fully Connected Yingtao Zhang, Jialin Zhao, Wenjing Wu, Ziheng Liao, Umberto Michieli, Carlo Vittorio Cannistraci

CVPR 2025 DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching Emanuele Aiello, Umberto Michieli, Diego Valsesia, Mete Ozay, Enrico Magli

ICCV 2025 LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation Donald Shenaj, Ondrej Bohdal, Mete Ozay, Pietro Zanuttigh, Umberto Michieli

AAAI 2024 HOP to the Next Tasks and Domains for Continual Learning in NLP Umberto Michieli, Mete Ozay

CVPRW 2023 Data-Free Model Pruning at Initialization via Expanders James Stewart, Umberto Michieli, Mete Ozay

WACV 2023 Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo

CVPRW 2021 Are All Users Treated Fairly in Federated Learning Systems? Umberto Michieli, Mete Ozay

CVPR 2021 Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations Umberto Michieli, Pietro Zanuttigh

CVPRW 2021 Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation Francesco Barbato, Marco Toldo, Umberto Michieli, Pietro Zanuttigh

ICCV 2021 RECALL: Replay-Based Continual Learning in Semantic Segmentation Andrea Maracani, Umberto Michieli, Marco Toldo, Pietro Zanuttigh

WACV 2021 Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo, Umberto Michieli, Pietro Zanuttigh

ECCV 2020 GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild Umberto Michieli, Edoardo Borsato, Luca Rossi, Pietro Zanuttigh

ICCVW 2019 Incremental Learning Techniques for Semantic Segmentation Umberto Michieli, Pietro Zanuttigh

CVPRW 2019 Unsupervised Domain Adaptation for Semantic Segmentation of Urban Scenes Matteo Biasetton, Umberto Michieli, Gianluca Agresti, Pietro Zanuttigh