Mask Guided Fusion for Group Activity Recognition in Images. - Arif Akar; Nazli Ikizler-Cinbis (ICIAP (2), 2019)

MAC: Mask-Augmentation for Motion-Aware Video Representation Learning. - Arif Akar; Ufuk Umut Senturk; Nazli Ikizler-Cinbis (BMVC, 2022)

TripleDNet: Exploring Depth Estimation with Self-Supervised Representation Learning. - Ufuk Umut Senturk; Arif Akar; Nazli Ikizler-Cinbis (BMVC, 2022)

Mitigating background bias in self-supervised video representation learning. - Arif Akar; Ufuk Umut Senturk; Nazli Ikizler-Cinbis (Signal Image Video Process., 2025)