| Deep learning for classification and localization of COVID-19 markers in point-of-care lung ultrasound S Roy, W Menapace, S Oei, B Luijten, E Fini, C Saltori, I Huijben, ... TMI - IEEE Transactions on Medical Imaging 39 (8), 2676-2687, 2020 | 632 | 2020 |
| A Unified Objective for Novel Class Discovery E Fini, E Sangineto, S Lathuilière, Z Zhong, M Nabi, E Ricci ICCV - IEEE International Conference on Computer Vision, 2021 | 221 | 2021 |
| Self-Supervised Models are Continual Learners E Fini*, VGT da Costa*, X Alameda-Pineda, E Ricci, K Alahari, J Mairal CVPR - IEEE Conference on Computer Vision and Pattern Recognition, 2021 | 204 | 2021 |
| Neighborhood Contrastive Learning for Novel Class Discovery Z Zhong*, E Fini*, S Roy, Z Luo, E Ricci, N Sebe CVPR - IEEE Conference on Computer Vision and Pattern Recognition, 2021 | 181 | 2021 |
| Solo-learn: A Library of Self-supervised Methods for Visual Representation Learning VGT da Costa*, E Fini*, M Nabi, N Sebe, E Ricci JMLR - Journal of Machine Learning Research (Machine Learning Open Source …, 2021 | 151 | 2021 |
| Online Continual Learning under Extreme Memory Constraints E Fini, S Lathuilière, E Sangineto, M Nabi, E Ricci ECCV - Proceedings of the European Conference on Computer Vision, 2020 | 81 | 2020 |
| Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation G Yang, E Fini, D Xu, P Rota, M Ding, M Nabi, X Alameda-Pineda, E Ricci TPAMI - IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022 | 73 | 2022 |
| Supervised online diarization with sample mean loss for multi-domain data E Fini, A Brutti ICASSP - IEEE International Conference on Acoustics, Speech and Signal …, 2020 | 38 | 2020 |
| Semi-supervised learning made simple with self-supervised clustering E Fini*, P Astolfi*, K Alahari, X Alameda-Pineda, J Mairal, M Nabi, E Ricci CVPR - IEEE Conference on Computer Vision and Pattern Recognition, 2023 | 32 | 2023 |
| Vocabulary-free Image Classification A Conti, E Fini, M Mancini, P Rota, Y Wang, E Ricci NeurIPS - Advances in Neural Information Processing Systems, 2023 | 30 | 2023 |
| Continual Attentive Fusion for Incremental Learning in Semantic Segmentation G Yang, E Fini, D Xu, P Rota, M Ding, H Tang, X Alameda-Pineda, E Ricci TMM - IEEE Transactions on Multimedia, 2022 | 28 | 2022 |
| StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization S Bose, E Fini, A Jha, M Singha, B Banerjee, E Ricci WACV - IEEE/CVF Winter Conference on Applications of Computer Vision, 2023 | 24 | 2023 |
| Improved baselines for vision-language pre-training E Fini, P Astolfi, A Romero-Soriano, J Verbeek, M Drozdzal ICLR & TMLR - International Conference on Learning Representations …, 2023 | 21 | 2023 |
| A soft nearest-neighbor framework for continual semi-supervised learning Z Kang*, E Fini*, M Nabi, E Ricci, K Alahari ICCV - IEEE International Conference on Computer Vision, 2022 | 21 | 2022 |
| Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss R Franceschini, E Fini, C Beyan, A Conti, F Arrigoni, E Ricci ICPR - International Conference on Pattern Recognition, 2022 | 21 | 2022 |
| Multimodal Autoregressive Pre-training of Large Vision Encoders E Fini*, M Shukor*, X Li, P Dufter, M Klein, D Haldimann, S Aitharaju, ... CVPR - IEEE Conference on Computer Vision and Pattern Recognition, 2024 | 8 | 2024 |
| Vocabulary-free Image Classification and Semantic Segmentation A Conti, E Fini, M Mancini, P Rota, Y Wang, E Ricci arXiv preprint arXiv:2404.10864, 2024 | 2 | 2024 |
| Continual Contrastive Spoken Language Understanding U Cappellazzo, E Fini, M Yang, D Falavigna, A Brutti, B Raj ACL Findings - Findings of the Association for Computational Linguistics, 2023 | 2 | 2023 |
| A deep learning approach to sunspot detection and counting E Fini, M Matteucci Master Thesis, Politecnico di Milano, 2019 | 2 | 2019 |
| Automatic benchmarking of large multimodal models via iterative experiment programming A Conti, E Fini, P Rota, Y Wang, M Mancini, E Ricci arXiv preprint arXiv:2406.12321, 2024 | 1 | 2024 |
Elisa RicciUniversity of Trento & Fondazione Bruno KesslerVerified email at unitn.it
