Laura O'Mahony

12 papers A 1Journal 7Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Towards Utilising a Range of Neural Activations for Comprehending Representational Associations. WACV Laura O'Mahony, Nikola S. Nikolov, David J. P. O'Sullivan
2024	—	`conf`	Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning. ACL (1) Shivalika Singh, Freddie Vargus, Daniel D'souza, Börje Karlsson, Abinaya Mahendiran, Wei-Yin Ko, Herumb Shandilya, Jay Patel, Deividas Mataciunas, Laura O'Mahony, Mike Zhang, Ramith Hettiarachchi, Joseph Wilson, Marina Machado, Luisa Souza Moura, Dominik Krzeminski, Hakimeh Fadaei, Irem Ergün, Ifeoma Okoh, Aisha Alaagib, Oshan Mudannayake, Zaid Alyafeai, Minh Vu Chien, Sebastian Ruder, Surya Guthikonda, Emad A. Alghamdi, Sebastian Gehrmann, Niklas Muennighoff, Max Bartolo, Julia Kreutzer, Ahmet Üstün, Marzieh Fadaee, Sara Hooker
2024	J	`jnl`	Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning. CoRR Shivalika Singh, Freddie Vargus, Daniel D'souza, Börje F. Karlsson, Abinaya Mahendiran, Wei-Yin Ko, Herumb Shandilya, Jay Patel, Deividas Mataciunas, Laura O'Mahony, Mike Zhang, Ramith Hettiarachchi, Joseph Wilson, Marina Machado, Luisa Souza Moura, Dominik Krzeminski, Hakimeh Fadaei, Irem Ergün, Ifeoma Okoh, Aisha Alaagib, Oshan Mudannayake, Zaid Alyafeai, Minh Chien Vu, Sebastian Ruder, Surya Guthikonda, Emad A. Alghamdi, Sebastian Gehrmann, Niklas Muennighoff, Max Bartolo, Julia Kreutzer, Ahmet Üstün, Marzieh Fadaee, Sara Hooker
2024	J	`jnl`	On the Detection of Anomalous or Out-Of-Distribution Data in Vision Models Using Statistical Techniques. CoRR Laura O'Mahony, David JP O'Sullivan, Nikola S. Nikolov
2024	J	`jnl`	Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models. CoRR Alex Havrilla, Andrew Dai, Laura O'Mahony, Koen Oostermeijer, Vera Zisler, Alon Albalak, Fabrizio Milo, Sharath Chandra Raparthy, Kanishk Gandhi, Baber Abbasi, Duy Phung, Maia Iyer, Dakota Mahan, Chase Blagden, Srishti Gureja, Mohammed Hamdy, Wen-Ding Li, Giovanni Paolini, Pawan Sasanka Ammanamanchi, Elliot Meyerson
2024	J	`jnl`	Towards Utilising a Range of Neural Activations for Comprehending Representational Associations. CoRR Laura O'Mahony, Nikola S. Nikolov, David JP O'Sullivan
2023	—	`conf`	Disentangling Neuron Representations With Concept Vectors. XAI4CV Laura O'Mahony, Vincent Andrearczyk, Henning Müller, Mara Graziani
2023	—	`conf`	Disentangling Neuron Representations with Concept Vectors. CVPR Workshops Laura O'Mahony, Vincent Andrearczyk, Henning Müller, Mara Graziani
2023	J	`jnl`	Disentangling Neuron Representations with Concept Vectors. CoRR Laura O'Mahony, Vincent Andrearczyk, Henning Müller, Mara Graziani
2023	—	`conf`	On the Detection of Anomalous or Out-of-Distribution Data in Vision Models Using Statistical Techniques. AICV Laura O'Mahony, David JP O'Sullivan, Nikola S. Nikolov
2023	J	`jnl`	Uncovering Unique Concept Vectors through Latent Space Decomposition. CoRR Mara Graziani, Laura O'Mahony, An-phi Nguyen, Henning Müller, Vincent Andrearczyk
2023	J	`jnl`	Uncovering Unique Concept Vectors through Latent Space Decomposition. Trans. Mach. Learn. Res. Mara Graziani, Laura O'Mahony, An-phi Nguyen, Henning Müller, Vincent Andrearczyk