James Giroux

According to our database, James Giroux authored at least 15 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Application of a Mixture of Experts-based Foundation Model to the GlueX DIRC Detector.

Cristiano Fanelli, James Giroux, Cole Granger, Justin R. Stevens

CoRR, April, 2026

Generalizable Foundation Models for Calorimetry via Mixtures-of-Experts and Parameter Efficient Fine Tuning.

Carlos Cardona-Giraldo, Cristiano Fanelli, James Giroux, Cole Granger, Benjamin Nachman, Gerald Sabin

CoRR, March, 2026

2025

Unmasking social bots: how confident are we?

James Giroux, Gangani Ariyarathne, Alexander C. Nwala, Cristiano Fanelli

EPJ Data Sci., December, 2025

Towards Foundation Models for Experimental Readout Systems Combining Discrete and Continuous Data.

James Giroux, Cristiano Fanelli

CoRR, May, 2025

Generative Models for Fast Simulation of Cherenkov Detectors at the Electron-Ion Collider.

James Giroux, Michael Martinez, Cristiano Fanelli

CoRR, April, 2025

Generative models for fast simulation of Cherenkov detectors at the electron-ion collider.

James Giroux, M. Martinez, Cristiano Fanelli

Mach. Learn. Sci. Technol., 2025

Uncertainty quantification with Bayesian higher order ReLU-KANs.

James Giroux, Cristiano Fanelli

Mach. Learn. Sci. Technol., 2025

Deep(er) reconstruction of imaging Cherenkov detectors with swin transformers and normalizing flow models.

Cristiano Fanelli, James Giroux, Justin R. Stevens

Mach. Learn. Sci. Technol., 2025

2024

Artificial Intelligence for the Electron Ion Collider (AI4EIC).

C. Allaire, R. Ammendola, E.-C. Aschenauer, M. Balandat, Marco Battaglieri, J. C. Bernauer, M. Bondì, N. Branson, T. Britton, Anja Butter, I. Chahrour, P. Chatagnon, Evaristo Cisbani, E. W. Cline, S. Dash, C. T. Dean, W. Deconinck, A. Deshpande, Markus Diefenthaler, R. Ent, Cristiano Fanelli, M. Finger, E. Fol, S. Furletov, Y. Gao, James Giroux, N. C. Gunawardhana Waduge, Omar Hassan, P. L. Hegde, Roger José Hernández-Pinto, Astrid N. Hiller Blin, Tanja Horn, J. Huang, A. Jalotra, D. Jayakodige, B. Joo, M. Junaid, N. Kalantarians, Piyush Karande, B. Kriesten, R. Kunnawalkam Elayavalli, Y. Li, Meifeng Lin, Frank Liu, S. Liuti, G. Matousek, Matthew McEneaney, Diana McSpadden, T. Menzo, T. Miceli, Vinicius Mikuni, R. Montgomery, Benjamin Nachman, R. R. Nair, J. Niestroy, Salvador A. Ochoa-Oregon, J. Oleniacz, J. D. Osborn, Churamani Paudel, Connor Pecar, C. Peng, Gabriel N. Perdue, W. Phelps, Martin L. Purschke, H. Rajendran, Kishansingh Rajput, Y. Ren, David Francisco Rentería-Estrada, D. Richford, B. J. Roy, D. Roy, A. Saini, Nobuo Sato, T. Satogata, German Sborlini, Malachi Schram, David Shih, J. Singh, R. Singh, Andrzej Siódmok, J. Stevens, P. Stone, L. Suarez, K. Suresh, Abdel Nasser Tawfik, Fernando Torales Acosta, N. Tran, R. Trotta, F. J. Twagirayezu, Richard Tyson, S. Volkova, Anselm Vossen, Eric Walter, Daniel Whiteson, Michael Williams, S. Wu, N. Zachariou, P. Zurita

Comput. Softw. Big Sci., December, 2024

ELUQuant: event-level uncertainty quantification in deep inelastic scattering.

Cristiano Fanelli, James Giroux

Mach. Learn. Sci. Technol., March, 2024

Unmasking Social Bots: How Confident Are We?

James Giroux, Ariyarathne Gangani, Alexander C. Nwala, Cristiano Fanelli

CoRR, 2024

Physics Event Classification Using Large Language Models.

Cristiano Fanelli, James Giroux, Patrick Moran, Hemalata Nayak, Karthik Suresh, Eric Walter

CoRR, 2024

2023

Artificial Intelligence for the Electron Ion Collider (AI4EIC).

C. Allaire, R. Ammendola, E.-C. Aschenauer, M. Balandat, Marco Battaglieri, J. C. Bernauer, M. Bondì, N. Branson, Thomas Britton, Anja Butter, I. Chahrour, P. Chatagnon, Evaristo Cisbani, E. W. Cline, S. Dash, C. T. Dean, W. Deconinck, A. Deshpande, Markus Diefenthaler, R. Ent, Cristiano Fanelli, M. Finger, M. Finger Jr., E. Fol, S. Furletov, Yuan Gao, James Giroux, N. C. Gunawardhana Waduge, R. Harish, Omar Hassan, P. L. Hegde, Roger José Hernández-Pinto, Astrid N. Hiller Blin, Tanja Horn, J. Huang, D. Jayakodige, B. Joo, M. Junaid, Piyush Karande, B. Kriesten, R. Kunnawalkam Elayavalli, M. Lin, Frank Liu, S. Liuti, G. Matousek, Matthew McEneaney, Diana McSpadden, T. Menzo, T. Miceli, Vinicius Mikuni, R. Montgomery, Benjamin Nachman, R. R. Nair, J. Niestroy, Salvador A. Ochoa-Oregon, J. Oleniacz, J. D. Osborn, Churamani Paudel, Connor Pecar, C. Peng, Gabriel N. Perdue, W. Phelps, Martin L. Purschke, Kishansingh Rajput, Y. Ren, David Francisco Rentería-Estrada, D. Richford, B. J. Roy, D. Roy, Nobuo Sato, T. Satogata, German Sborlini, Malachi Schram, David Shih, J. Singh, R. Singh, Andrzej Siódmok, P. Stone, J. Stevens, L. Suarez, K. Suresh, Abdel Nasser Tawfik, Fernando Torales Acosta, N. Tran, R. Trotta, F. J. Twagirayezu, Richard Tyson, S. Volkova, Anselm Vossen, Eric Walter, Daniel Whiteson, Michael Williams, S. Wu, N. Zachariou, P. Zurita

CoRR, 2023

T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar Signals.

James Giroux, Martin Bouchard, Robert Laganière

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

'Flux+Mutability': a conditional generative approach to one-class classification and anomaly detection.

Cristiano Fanelli, James Giroux, Z. Papandreou

Mach. Learn. Sci. Technol., December, 2022