Giannone, Giorgio

13 publications

CVPR 2025 Be More Specific: Evaluating Object-Centric Realism in Synthetic Images Anqi Liang, Ciprian Corneanu, Qianli Feng, Giorgio Giannone, Aleix Martinez

TMLR 2025 NITO: Neural Implicit Fields for Resolution-Free and Domain-Adaptable Topology Optimization Amin Heyrani Nobari, Lyle Regenwetter, Giorgio Giannone, Faez Ahmed

TMLR 2024 Constraining Generative Models for Engineering Design with Negative Data Lyle Regenwetter, Giorgio Giannone, Akash Srivastava, Dan Gutfreund, Faez Ahmed

NeurIPS 2024 Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling Harry Jake Cunningham, Giorgio Giannone, Mingtian Zhang, Marc Peter Deisenroth

NeurIPS 2023 Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation Giorgio Giannone, Akash Srivastava, Ole Winther, Faez Ahmed

NeurIPSW 2023 Enhancing Language Models for Technical Domains with Dynamic Token Injection Giorgio Giannone, Neil Tenenholtz, James Hall, Nicolo Fusi, David Alvarez-Melis

NeurIPSW 2023 Improving Precision in Language Models Learning from Invalid Samples Niels Larsen, Giorgio Giannone, Ole Winther, Kai Blin

ICML 2023 Unifying Molecular and Textual Representations via Multi-Task Language Modelling Dimitrios Christofidellis, Giorgio Giannone, Jannis Born, Ole Winther, Teodoro Laino, Matteo Manica

NeurIPSW 2022 Few-Shot Diffusion Models Giorgio Giannone, Didrik Nielsen, Ole Winther

ICML 2022 SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation Giorgio Giannone, Ole Winther

NeurIPSW 2021 Hierarchical Few-Shot Generative Models Giorgio Giannone, Ole Winther

NeurIPSW 2021 Just Mix Once: Mixing Samples with Implicit Group Distribution Giorgio Giannone, Serhii Havrylov, Jordan Massiah, Emine Yilmaz, Yunlong Jiao

CVPRW 2019 Learning Common Representation from RGB and Depth Images Giorgio Giannone, Boris Chidlovskii