Picture for Mark Gales

Mark Gales

Logit-Based Ensemble Distribution Distillation for Robust Autoregressive Sequence Uncertainties

May 17, 2023
Yassir Fathullah, Guoxuan Xia, Mark Gales

* Accepted to UAI 2023, preliminary version

Access Paper or Ask Questions

Sentiment Perception Adversarial Attacks on Neural Machine Translation Systems

May 02, 2023
Vyas Raina, Mark Gales

Figure 1 for Sentiment Perception Adversarial Attacks on Neural Machine Translation Systems

Figure 2 for Sentiment Perception Adversarial Attacks on Neural Machine Translation Systems

Figure 3 for Sentiment Perception Adversarial Attacks on Neural Machine Translation Systems

Figure 4 for Sentiment Perception Adversarial Attacks on Neural Machine Translation Systems

Access Paper or Ask Questions

Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion Segmentation

Feb 10, 2023
Vatsal Raina, Nataliia Molchanova, Mara Graziani, Andrey Malinin, Henning Muller, Meritxell Bach Cuadra, Mark Gales

Figure 1 for Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion Segmentation

Figure 2 for Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion Segmentation

Figure 3 for Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion Segmentation

Figure 4 for Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion Segmentation

* 5 pages, 5 figures, accepted at ISBI 2023

Access Paper or Ask Questions

Identifying Adversarially Attackable and Robust Samples

Jan 30, 2023
Vyas Raina, Mark Gales

Figure 1 for Identifying Adversarially Attackable and Robust Samples

Figure 2 for Identifying Adversarially Attackable and Robust Samples

Figure 3 for Identifying Adversarially Attackable and Robust Samples

Figure 4 for Identifying Adversarially Attackable and Robust Samples

Access Paper or Ask Questions

"World Knowledge" in Multiple Choice Reading Comprehension

Nov 13, 2022
Adian Liusie, Vatsal Raina, Mark Gales

Figure 1 for "World Knowledge" in Multiple Choice Reading Comprehension

Figure 2 for "World Knowledge" in Multiple Choice Reading Comprehension

Figure 3 for "World Knowledge" in Multiple Choice Reading Comprehension

Figure 4 for "World Knowledge" in Multiple Choice Reading Comprehension

* 8 pages, 10 figures

Access Paper or Ask Questions

Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosis

Nov 11, 2022
Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Henning Muller, Mark Gales, Cristina Granziera, Mara Graziani, Meritxell Bach Cuadra

Figure 1 for Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosis

Figure 2 for Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosis

Figure 3 for Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosis

Figure 4 for Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosis

* 4 pages, 2 figures, 3 tables, ISBI preprint

Access Paper or Ask Questions

Parallel Attention Forcing for Machine Translation

Nov 06, 2022
Qingyun Dou, Mark Gales

Figure 1 for Parallel Attention Forcing for Machine Translation

Figure 2 for Parallel Attention Forcing for Machine Translation

Figure 3 for Parallel Attention Forcing for Machine Translation

Figure 4 for Parallel Attention Forcing for Machine Translation

* 13 pages, 8 figures. arXiv admin note: text overlap with arXiv:2104.01264

Access Paper or Ask Questions

Deliberation Networks and How to Train Them

Nov 06, 2022
Qingyun Dou, Mark Gales

Figure 1 for Deliberation Networks and How to Train Them

Figure 2 for Deliberation Networks and How to Train Them

Figure 3 for Deliberation Networks and How to Train Them

* 10 pages, 2 figures

Access Paper or Ask Questions