Self-contained Entity Discovery from Captioned Videos. - Melika Ayoughi; Pascal Mettes; Paul Groth (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Designing Hierarchies for Optimal Hyperbolic Embedding. - Melika Ayoughi; Max van Spengler; Pascal Mettes; Paul Groth (ESWC (1), 2025)

How PARTs assemble into wholes: Learning the relative composition of images. - Melika Ayoughi; Samira Abnar; Chen Huang 001; Christopher Michael Sandino; Sayeri Lala; Eeshan Gunesh Dhekane; Dan Busbridge; Shuangfei Zhai; Vimal Thilak; Joshua M. Susskind; Pascal Mettes; Paul Groth; et al. (CoRR, 2025)

Continual Hyperbolic Learning of Instances and Classes. - Melika Ayoughi; Mina Ghadimi Atigh; Mohammad Mahdi Derakhshani; Cees G. M. Snoek; Pascal Mettes; Paul Groth (CoRR, 2025)