Publications (Google Scholar Profile)

Published Papers

Unified Framework for Open-World Compositional Zero-Shot Learning.
Hirunima Jayasekara , Khoi Pham, Nirat Saini, Abhinav Shrivastava.
IEEE Winter Conference on Applications of Computer Vision. WACV 2025. [paper, code]

An Integrated Approach to Open-World Compositional Zero-Shot Learning.
Hirunima Jayasekara , Khoi Pham, Nirat Saini, Abhinav Shrivastava.
NeurIPS 2024 Workshop on Compositional Learning: Perspectives, Methods, and Paths Forward. NeuraIPS 2024. [paper]

Detecting anomalous solder joints in multi-sliced PCB X-ray images: a deep learning based approach.
Hirunima Jayasekara , Qianru Zhang, Chau Yuen, Meng Zhang, Chia-Wei Woo, Jenny Low.
SN Computer Science. Springer Nature. [paper, code]

Device-Free User Authentication, Activity Classification and Tracking using Passive Wi-Fi Sensing: A Deep Learning Based Approach
Vinoj Jayasundara*,Hirunima Jayasekara*, Tharaka Samarasinghe and Kasun T. Hemachandra
IEEE Sensors Journal. IEEE Sensors 2019.
[paper]

TimeCaps: Learning from Time Series Data with Capsule Networks
Hirunima Jayasekara , Vinoj Jayasundara, Jathushan Rajasegaran, Sandaru Jayasekara, Suranga Seneviratne and Ranga Rodrigo
NeurIPS 2020 Workshop on Learning Meaningful Representations of Life NeuraIPS 2020 [paper, code poster, oral]

DeepCaps : Going Deeper with Capsule Networks.
Jathushan Rajasegaran, Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara , Suranga Seneviratne, Ranga Rodrigo.
Conference on Computer Vision and Pattern Recognition. CVPR 2019. [paper, code, poster, oral]

Submitted Papers

DGE: A Dynamic Metric and Grounded Evaluation Benchmarks for Text-to-Image and Image Editing Models.
Hirunima Jayasekara , Islam M. R.*, Chuong Huynh, Abhinav Shrivastava
International Conference on Machine Learning ICML 2026. [paper, code]

All-in-One Conditioning for Text-to-Image Synthesis.
Hirunima Jayasekara , Chuong Huynh, Yixuan Ren, Christabel Acquaye, Abhinav Shrivastava
International Conference on Pattern Recognition ICPR 2026. [paper, code]