Learning an Invariant Hilbert Space for Domain Adaptation. - Samitha Herath; Mehrtash Tafazzoli Harandi; Fatih Porikli (CVPR, 2017)

Going deeper into action recognition: A survey. - Samitha Herath; Mehrtash Tafazzoli Harandi; Fatih Porikli (Image Vis. Comput., 2017)

Min-Max Statistical Alignment for Transfer Learning. - Samitha Herath; Mehrtash Harandi; Basura Fernando; Richard Nock (CVPR, 2019)

Using temporal information for recognizing actions from still images. - Samitha Herath; Basura Fernando; Mehrtash Harandi (Pattern Recognit., 2019)

Anticipating Human Actions by Correlating Past With the Future With Jaccard Similarity Measures. - Basura Fernando; Samitha Herath (CVPR, 2021)

All Labels Are Not Created Equal: Enhancing Semi-Supervision via Label Grouping and Co-Training. - Islam Nassar; Samitha Herath; Ehsan Abbasnejad; Wray L. Buntine; Gholamreza Haffari (CVPR, 2021)

Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation. - Samitha Herath; Basura Fernando; Ehsan Abbasnejad; Munawar Hayat; Shahram Khadivi; Mehrtash Harandi; Hamid Rezatofighi; Gholamreza Haffari (ICCV, 2023)