Giorgio Giannone

26 papers A* 5Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
GIFT: Bootstrapping Image-to-CAD Program Synthesis via Geometric Feedback.
CoRR
Giorgio Giannone, Anna C. Doris, Amin Heyrani Nobari, Kai Xu, Akash Srivastava, Faez Ahmed
2025 A* conf
Be More Specific: Evaluating Object-centric Realism in Synthetic Images.
CVPR
Anqi Liang, Ciprian A. Corneanu, Qianli Feng, Giorgio Giannone, Aleix Martinez
2025 J jnl
From concept to manufacturing: evaluating vision-language models for engineering design.
Artif. Intell. Rev.
Cyril Picard, Kristen M. Edwards, Anna C. Doris, Brandon Man, Giorgio Giannone, Md Ferdous Alam, Faez Ahmed
2025 J jnl
Mitigating Premature Exploitation in Particle-based Monte Carlo for Inference-Time Scaling.
CoRR
Giorgio Giannone, Guangxuan Xu, Nikhil Shivakumar Nayak, Rohan Mahesh Awhad, Shivchander Sudalairaj, Kai Xu, Akash Srivastava
2025 J jnl
NITO: Neural Implicit Fields for Resolution-free and Domain-Adaptable Topology Optimization.
Trans. Mach. Learn. Res.
Amin Heyrani Nobari, Lyle Regenwetter, Giorgio Giannone, Faez Ahmed
2025 J jnl
Supervision-free Vision-Language Alignment.
CoRR
Giorgio Giannone, Ruoteng Li, Qianli Feng, Evgeny Perevodchikov, Rui Chen, Aleix Martinez
2024 J jnl
Constraining Generative Models for Engineering Design with Negative Data.
Trans. Mach. Learn. Res.
Lyle Regenwetter, Giorgio Giannone, Akash Srivastava, Dan Gutfreund, Faez Ahmed
2024 J jnl
NITO: Neural Implicit Fields for Resolution-free Topology Optimization.
CoRR
Amin Heyrani Nobari, Giorgio Giannone, Lyle Regenwetter, Faez Ahmed
2024 A* conf
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling.
NeurIPS
Jake Cunningham, Giorgio Giannone, Mingtian Zhang, Marc Peter Deisenroth
2024 J jnl
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling.
CoRR
Harry Jake Cunningham, Giorgio Giannone, Mingtian Zhang, Marc Peter Deisenroth
2023 A* conf
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation.
NeurIPS
Giorgio Giannone, Akash Srivastava, Ole Winther, Faez Ahmed
2023 J jnl
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation.
CoRR
Giorgio Giannone, Akash Srivastava, Ole Winther, Faez Ahmed
2023 J jnl
Diffusing the Optimal Topology: A Generative Optimization Approach.
CoRR
Giorgio Giannone, Faez Ahmed
2023 J jnl
From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design.
CoRR
Cyril Picard, Kristen M. Edwards, Anna C. Doris, Brandon Man, Giorgio Giannone, Md Ferdous Alam, Faez Ahmed
2023 J jnl
Learning from Invalid Data: On Constraint Satisfaction in Generative Models.
CoRR
Giorgio Giannone, Lyle Regenwetter, Akash Srivastava, Dan Gutfreund, Faez Ahmed
2023 A* conf
Unifying Molecular and Textual Representations via Multi-task Language Modelling.
ICML
Dimitrios Christofidellis, Giorgio Giannone, Jannis Born, Ole Winther, Teodoro Laino, Matteo Manica
2023 J jnl
Unifying Molecular and Textual Representations via Multi-task Language Modelling.
CoRR
Dimitrios Christofidellis, Giorgio Giannone, Jannis Born, Ole Winther, Teodoro Laino, Matteo Manica
2022 J jnl
Few-Shot Diffusion Models.
CoRR
Giorgio Giannone, Didrik Nielsen, Ole Winther
2022 J jnl
GT4SD: Generative Toolkit for Scientific Discovery.
CoRR
Matteo Manica, Joris Cadow, Dimitrios Christofidellis, Ashish Dave, Jannis Born, Dean Clarke, Yves Gaetan Nana Teukam, Samuel C. Hoffman, Matthew Buchan, Vijil Chenthamarakshan, Timothy Donovan, Hsiang-Han Hsu, Federico Zipoli, Oliver Schilter, Giorgio Giannone, Akihiro Kishimoto, Lisa Hamada, Inkit Padhi, Karl Wehden, Lauren McHugh, Alexy Khrabrov, Payel Das, Seiji Takeda, John R. Smith
2022 J jnl
Just Mix Once: Worst-group Generalization by Group Interpolation.
CoRR
Giorgio Giannone, Serhii Havrylov, Jordan Massiah, Emine Yilmaz, Yunlong Jiao
2022 A* conf
SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation.
ICML
Giorgio Giannone, Ole Winther
2021 J jnl
Hierarchical Few-Shot Generative Models.
CoRR
Giorgio Giannone, Ole Winther
2020 J jnl
Real-time Classification from Short Event-Camera Streams using Input-filtering Neural ODEs.
CoRR
Giorgio Giannone, Asha Anoosheh, Alessio Quaglino, Pierluca D'Oro, Marco Gallieri, Jonathan Masci
2019 — conf
Learning Common Representation From RGB and Depth Images.
CVPR Workshops
Giorgio Giannone, Boris Chidlovskii
2019 J jnl
No Representation without Transformation.
CoRR
Giorgio Giannone, Jonathan Masci, Christian Osendorfer
2018 J jnl
Learning Common Representation from RGB and Depth Images.
CoRR
Giorgio Giannone, Boris Chidlovskii