Papers (12)
2025
ICCV 2025
On Large Multimodal Models as Open-World Image Classifiers
ICIAP 2025
Automatic benchmarking of large multimodal models via iterative experiment programming
2024
EMNLP 2024
Retrieval-enriched zero-shot image classification in low-resource domains
2023
ICCV 2023
Oral
A soft nearest-neighbor framework for continual semi-supervised learning
Zhiqi Kang, Enrico Fini, Moin Nabi, Elisa Ricci, Karteek Alahari
NeurIPS 2023
Vocabulary-free Image Classification
2022
CVPR 2022
Self-Supervised Models are Continual Learners
Enrico Fini, Victor G. Turrisi da Costa, Xavier Alameda-Pineda, Elisa Ricci, Karteek Alahari, Julien Mairal
ICPR 2022
Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss
IEEE Trans. Multimedia 2022
Continual Attentive Fusion for Incremental Learning in Semantic Segmentation
Guanglei Yang, Enrico Fini, Dan Xu, Paolo Rota, Mingli Ding, Hao Tang, Xavier Alameda-Pineda, Elisa Ricci
TPAMI 2022
Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation
Guanglei Yang, Enrico Fini, Dan Xu, Paolo Rota, Mingli Ding, Moin Nabi, Xavier Alameda-Pineda, Elisa Ricci
2020
ECCV 2020
Online Continual Learning under Extreme Memory Constraints
IEEE Trans. Med. Imaging 2020
Deep learning for classification and localization of COVID-19 markers in point-of-care lung ultrasound
Subhankar Roy, Willi Menapace, Sebastiaan Oei, Ben Luijten, Enrico Fini, Cristiano Saltori, Iris Huijben, Nishith Chennakeshava, Federico Mento, Alessandro Sentelli, Emanuele Peschiera, Riccardo Trevisan, Giovanni Maschietto, Elena Torri, Riccardo Inchingolo, Andrea Smargiassi, Gino Soldati, Paolo Rota, Andrea Passerini, Ruud J G van Sloun, Elisa Ricci, Libertario Demi