AniFaceDiff: Animating stylized avatars via parametric conditioned diffusion models - Ken Chen; Sachith Seneviratne; Wei Wang; Dongting Hu; Sanjay Saha; Md. Tarek Hasan; Sanka Rasnayaka; Tamasha Malepathirana; Mingming Gong; Saman K. Halgamuge (Pattern Recognit., 2026)

FRAME-C: A knowledge-augmented deep learning pipeline for classifying multi-electrode array electrophysiological signals - Nisal Ranasinghe; Dzung Do-Ha; Simon Maksour; Tamasha Malepathirana; Sachith Seneviratne; Lezanne Ooi; Saman K. Halgamuge (CoRR, 2025)

When to Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks - Haihang Wu; Wei Wang; Tamasha Malepathirana; Damith A. Senanayake; Denny Oetomo; Saman K. Halgamuge (Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, 2024)

When To Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks - Haihang Wu; Wei Wang; Tamasha Malepathirana; Damith A. Senanayake; Denny Oetomo; Saman K. Halgamuge (CoRR, 2024)

AniFaceDiff: High-Fidelity Face Reenactment via Facial Parametric Conditioned Diffusion Models - Ken Chen; Sachith Seneviratne; Wei Wang; Dongting Hu; Sanjay Saha; Md. Tarek Hasan; Sanka Rasnayaka; Tamasha Malepathirana; Mingming Gong; Saman K. Halgamuge (CoRR, 2024)

TT-MPD: Test Time Model Pruning and Distillation - Haihang Wu; Wei Wang; Tamasha Malepathirana; Sachith Seneviratne; Denny Oetomo; Saman K. Halgamuge (CoRR, 2024)

Neural Networks for High-Dimensional and Continually Generated Data - Tamasha Malepathirana (University of Melbourne, Parkville, Victoria, Australia, 2023)

NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning - Tamasha Malepathirana; Damith A. Senanayake; Saman K. Halgamuge (IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023)

Undercover Deepfakes: Detecting Fake Segments in Videos - Sanjay Saha; Rashindrie Perera; Sachith Seneviratne; Tamasha Malepathirana; Sanka Rasnayaka; Deshani Geethika; Terence Sim; Saman K. Halgamuge (IEEE/CVF International Conference on Computer Vision, ICCV 2023 - Workshops, Paris, France, October 2-6, 2023, 2023)

Undercover Deepfakes: Detecting Fake Segments in Videos - Sanjay Saha; Rashindrie Perera; Sachith Seneviratne; Tamasha Malepathirana; Sanka Rasnayaka; Deshani Geethika; Terence Sim; Saman K. Halgamuge (CoRR, 2023)

NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning - Tamasha Malepathirana; Damith A. Senanayake; Saman K. Halgamuge (CoRR, 2023)

Dimensionality reduction for visualizing high-dimensional biological data - Tamasha Malepathirana; Damith A. Senanayake; Rajith Vidanaarachchi; Vini Gautam; Saman K. Halgamuge (Biosyst., 2022)

Interpretability and accessibility of machine learning in selected food processing, agriculture and health applications - Nisal Ranasinghe; A. Ramanan; S. Fernando; Pathima Nusrath Hameed; Damayanthi Herath; Tamasha Malepathirana; Ponnuthurai N. Suganthan; M. Niranjan; Saman K. Halgamuge (CoRR, 2022)

Robustness of Visualization Methods in Preserving the Continuous and Discrete Latent Structures of High-Dimensional Single-Cell Data - Tamasha Malepathirana; Damith A. Senanayake; Vini Gautam; Saman K. Halgamuge (IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2021, Melbourne, Australia, October 13-15, 2021, 2021)

Adaptation of Multivariate Concept to Multi-Way Agglomerative Clustering for Hierarchical Aspect Aggregation - Tamasha Malepathirana; Rashindrie Perera; Yasasi Abeysinghe; Yumna Albar; Uthayasanker Thayasivam (Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, Sarasota, Florida, USA, May 19-22 2019, 2019)

Amalgamation of General and Domain Specific Word Embeddings for Improved Hierarchical Aspect Aggregation - Rashindrie Perera; Tamasha Malepathirana; Yasasi Abeysinghe; Yumna Albar; Uthayasanker Thayasivam (13th IEEE International Conference on Semantic Computing, ICSC 2019, Newport Beach, CA, USA, January 30 - February 1, 2019, 2019)