| A linearized framework and a new benchmark for model selection for fine-tuning A Deshpande, A Achille, A Ravichandran, H Li, L Zancato, C Fowlkes, ... arXiv preprint arXiv:2102.00084, 2021 | 43 | 2021 |
| Predicting training time without training L Zancato, A Achille, A Ravichandran, R Bhotika, S Soatto Conference on Neural Information Processing Systems, 2020 | 23 | 2020 |
| Linear spaces of meanings: compositional structures in vision-language models M Trager, P Perera, L Zancato, A Achille, P Bhatia, S Soatto Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 16* | 2023 |
| a-la-carte prompt tuning (apt): Combining distinct data via composable prompting B Bowman, A Achille, L Zancato, M Trager, P Perera, G Paolini, S Soatto Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 15 | 2023 |
| A novel Deep Neural Network architecture for non-linear system identification L Zancato, A Chiuso 19th IFAC Symposium on System Identification SYSID 2021 54 (7), 186-191, 2021 | 14 | 2021 |
| Multi-modal hallucination control by visual information grounding A Favero, L Zancato, M Trager, S Choudhary, P Perera, A Achille, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 8 | 2024 |
| Train/test-time adaptation with retrieval L Zancato, A Achille, TY Liu, M Trager, P Perera, S Soatto Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 8 | 2023 |
| Meaning representations from trajectories in autoregressive models TY Liu, M Trager, A Achille, P Perera, L Zancato, S Soatto arXiv preprint arXiv:2310.18348, 2023 | 7 | 2023 |
| Leveraging sparse and shared feature activations for disentangled representation learning M Fumero, F Wenzel, L Zancato, A Achille, E Rodolà, S Soatto, ... Advances in Neural Information Processing Systems 36, 2024 | 6 | 2024 |
| Introspective cross-attention probing for lightweight transfer of pre-trained models Y Dukler, A Achille, H Yang, V Vivek, L Zancato, B Bowman, ... CoRR, 2023 | 6* | 2023 |
| CPR: Retrieval augmented generation for copyright protection A Golatkar, A Achille, L Zancato, YX Wang, A Swaminathan, S Soatto Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 5 | 2024 |
| Prompt algebra for task composition P Perera, M Trager, L Zancato, A Achille, S Soatto arXiv preprint arXiv:2306.00310, 2023 | 3 | 2023 |
| Stacked Residuals of Dynamic Layers for Time Series Anomaly Detection L Zancato, A Achille, G Paolini, A Chiuso, S Soatto arXiv preprint arXiv:2202.12457, 2022 | 3* | 2022 |
| Compositional Structures in Neural Embedding and Interaction Decompositions M Trager, A Achille, P Perera, L Zancato, S Soatto arXiv preprint arXiv:2407.08934, 2024 | | 2024 |
| B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory L Zancato, A Seshadri, Y Dukler, A Golatkar, Y Shen, B Bowman, ... arXiv preprint arXiv:2407.06324, 2024 | | 2024 |
| SemiGPC: Distribution-aware label refinement for imbalanced semi-supervised learning using gaussian processes A Lemkhenter, M Wang, L Zancato, G Swaminathan, P Favaro, D Modolo Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | | 2024 |
| Sampling matters: SGD smoothing through importance sampling L Zancato, A Chiuso 2022 IEEE 61st Conference on Decision and Control (CDC), 3359-3364, 2022 | | 2022 |
| Sull'addestrabilità e generalizzazione delle Reti Neurali Profonde L Zancato Università degli studi di Padova, 2022 | | 2022 |
Alessandro AchilleSenior Applied Scientist, Amazon Web Services and CaltechVerified email at caltech.edu
