| Unifying molecular and textual representations via multi-task language modelling D Christofidellis*, G Giannone*, J Born, O Winther, T Laino, M Manica International Conference on Machine Learning, 6140-6157, 2023 | 49 | 2023 |
| Few-shot diffusion models G Giannone, D Nielsen, O Winther NeurIPS 2022 Workshop on Score-Based Methods, 2022 | 43 | 2022 |
| Accelerating material design with the generative toolkit for scientific discovery M Manica, J Born, J Cadow, D Christofidellis, A Dave, D Clarke, ... npj Computational Materials 9 (1), 69, 2023 | 13* | 2023 |
| From concept to manufacturing: Evaluating vision-language models for engineering design C Picard, KM Edwards, AC Doris, B Man, G Giannone, MF Alam, F Ahmed arXiv preprint arXiv:2311.12668, 2023 | 12 | 2023 |
| Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation G Giannone, A Srivastava, O Winther, F Ahmed Advances in Neural Information Processing Systems 36, 2023 | 10 | 2023 |
| Scha-vae: Hierarchical context aggregation for few-shot generation G Giannone, O Winther International Conference on Machine Learning, 7550-7569, 2022 | 10* | 2022 |
| Learning common representation from rgb and depth images G Giannone, B Chidlovskii Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019 | 9 | 2019 |
| Diffusing the optimal topology: A generative optimization approach G Giannone, F Ahmed International Design Engineering Technical Conferences, 2023, 2023 | 7 | 2023 |
| Learning from Invalid Data: On Constraint Satisfaction in Generative Models G Giannone, L Regenwetter, A Srivastava, D Gutfreund, F Ahmed NeurIPS 2023 Workshop on Diffusion Models, 2023 | 6 | 2023 |
| Real-time Classification from Short Event-Camera Streams using Input-filtering Neural ODEs G Giannone, A Anoosheh, A Quaglino, P D'Oro, M Gallieri, J Masci NeurIPS 2020 workshop on Interpretable Inductive Biases and Physically …, 2020 | 6 | 2020 |
| Just Mix Once: Worst-group Generalization by Group Interpolation G Giannone, S Havrylov, J Massiah, E Yilmaz, Y Jiao NeurIPS 2021 Workshop DistShift, 2022 | 5* | 2022 |
| Method and apparatus for semantic segmentation and depth completion using a convolutional neural network B Chidlovskii, G Giannone US Patent 11,263,756, 2022 | 4 | 2022 |
| No Representation without Transformation G Giannone, S Saremi, J Masci, C Osendorfer NeurIPS 2019 workshop on Perception as Generative Reasoning, 2019 | 3 | 2019 |
| NITO: Neural Implicit Fields for Resolution-free Topology Optimization AH Nobari, G Giannone, L Regenwetter, F Ahmed arXiv preprint arXiv:2402.05073, 2024 | 1 | 2024 |
| Artificial intelligence as an enabler for entrepreneurial finance: a practical guide to AI-driven video pitch evaluation for entrepreneurs and investors G Giuggioli, MM Pellegrini, G Giannone Management Decision, 2024 | | 2024 |
| Improving Precision in Language Models Learning from Invalid Samples N Larsen, G Giannone, O Winther, K Blin NeurIPS 2023 Generative AI and Biology (GenBio) Workshop, 2023 | | 2023 |
| Enhancing Language Models for Technical Domains with Dynamic Token Injection G Giannone, N Tenenholtz, J Hall, N Fusi, D Alvarez-Melis NeurIPS 2023 Generative AI and Biology (GenBio) Workshop, 2023 | | 2023 |
Ole WintherBiology, Univ of Copenhagen, Genomic Medicine, Rigshospitalet and Technical University of Denmark在 bio.ku.dk 的电子邮件经过验证
