Gabriel Davis Jones

According to our database, Gabriel Davis Jones authored at least 12 papers between 2014 and 2025.

Collaborative distances:

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

2025

Large language models surpass domain-specific architectures for antepartum electronic fetal monitoring analysis.

Sheng Wong, Ravi Shankar, Beth Albert, Gabriel Davis Jones

CoRR, September, 2025

Predicting Fetal Outcomes from Cardiotocography Signals Using a Supervised Variational Autoencoder.

John Tolladay, Beth Albert, Gabriel Davis Jones

CoRR, September, 2025

Energy Landscapes Enable Reliable Abstention in Retrieval-Augmented Large Language Models for Healthcare.

Ravi Shankar, Sheng Wong, Lin Li, Magdalena Bachmann, Alex Silverthorne, Beth Albert, Gabriel Davis Jones

CoRR, September, 2025

CleanCTG: A Deep Learning Model for Multi-Artefact Detection and Reconstruction in Cardiotocography.

Sheng Wong, Beth Albert, Gabriel Davis Jones

CoRR, August, 2025

In Which Areas of Technical AI Safety Could Geopolitical Rivals Cooperate?

Ben Bucknall, Saad Siddiqui, Lara Thurnherr, Conor McGurk, Ben Harack, Anka Reuel, Patricia Paskov, Casey Mahoney, Sören Mindermann, Scott Singer, Vinay Hiremath, Charbel-Raphaël Ségerie, Oscar Delaney, Alessandro Abate, Fazl Barez, Michael K. Cohen, Philip Torr, Ferenc Huszár, Anisoara Calinescu, Gabriel Davis Jones, Yoshua Bengio, Robert Trager

CoRR, April, 2025

Reducing Large Language Model Safety Risks in Women's Health using Semantic Entropy.

Jahan C. Penny-Dimri, Magdalena Bachmann, William R. Cooke, Sam Mathewlynn, Samuel Dockree, John Tolladay, Jannik Kossen, Lin Li, Yarin Gal, Gabriel Davis Jones

CoRR, March, 2025

In Which Areas of Technical AI Safety Could Geopolitical Rivals Cooperate?

Ben Bucknall, Saad Siddiqui, Lara Thurnherr, Conor McGurk, Ben Harack, Anka Reuel, Patricia Paskov, Casey Mahoney, Sören Mindermann, Scott Singer, Vinay Hiremath, Charbel-Raphaël Ségerie, Oscar Delaney, Alessandro Abate, Fazl Barez, Michael K. Cohen, Philip Torr, Ferenc Huszár, Anisoara Calinescu, Gabriel Davis Jones, Robert Trager

Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, 2025

AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Feature Space-Guided Inversion.

Chenqi Li, Boyan Gao, Gabriel Davis Jones, Timothy Denison, Tingting Zhu

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Representation Space Guided Inversion.

Chenqi Li, Boyan Gao, Gabriel Davis Jones, Timothy Denison, Tingting Zhu

CoRR, 2024

PatchCTG: Patch Cardiotocography Transformer for Antepartum Fetal Health Monitoring.

M. Jaleed Khan, Manu Vatish, Gabriel Davis Jones

CoRR, 2024

The OxMat dataset: a multimodal resource for the development of AI-driven technologies in maternal and newborn child health.

M. Jaleed Khan, Ioana Duta, Beth Albert, William Cooke, Manu Vatish, Gabriel Davis Jones

CoRR, 2024

2014

Mapping somatosensory connectivity in adult mice using diffusion MRI tractography and super-resolution track density imaging.

Kay Richards, Fernando Calamante, Jacques-Donald Tournier, Nyoman D. Kurniawan, Farnoosh Sadeghian, Alexander R. Retchford, Gabriel Davis Jones, Christopher A. Reid, David C. Reutens, Roger J. Ordidge, Alan Connelly, Steven Petrou

NeuroImage, 2014