Tamasha Malepathirana

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Visualization Methods

Vector Quantization

Dimensionality Reduction

Top Venues

Publications

Haihang Wu, Wei Wang, Tamasha Malepathirana, Damith A. Senanayake, Denny Oetomo, Saman K. Halgamuge
When To Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks. CoRR (2024)
Haihang Wu, Wei Wang, Tamasha Malepathirana, Damith A. Senanayake, Denny Oetomo, Saman K. Halgamuge
When to Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks. AAAI (2024)
Ken Chen, Sachith Seneviratne, Wei Wang, Dongting Hu, Sanjay Saha, Md. Tarek Hasan, Sanka Rasnayaka, Tamasha Malepathirana, Mingming Gong, Saman K. Halgamuge
AniFaceDiff: High-Fidelity Face Reenactment via Facial Parametric Conditioned Diffusion Models. CoRR (2024)
Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. ICCV (2023)
Sanjay Saha, Rashindrie Perera, Sachith Seneviratne, Tamasha Malepathirana, Sanka Rasnayaka, Deshani Geethika, Terence Sim, Saman K. Halgamuge
Undercover Deepfakes: Detecting Fake Segments in Videos. CoRR (2023)
Sanjay Saha, Rashindrie Perera, Sachith Seneviratne, Tamasha Malepathirana, Sanka Rasnayaka, Deshani Geethika, Terence Sim, Saman K. Halgamuge
Undercover Deepfakes: Detecting Fake Segments in Videos. ICCV (Workshops) (2023)
Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. CoRR (2023)
N. Ranasinghe, A. Ramanan, S. Fernando, Pathima Nusrath Hameed, D. Herath, Tamasha Malepathirana, P. Suganthan, M. Niranjan, Saman K. Halgamuge
Interpretability and accessibility of machine learning in selected food processing, agriculture and health applications. CoRR (2022)
Tamasha Malepathirana, Damith A. Senanayake, Rajith Vidanaarachchi, Vini Gautam, Saman K. Halgamuge
Dimensionality reduction for visualizing high-dimensional biological data. Biosyst. 220 (2022)
Tamasha Malepathirana, Damith A. Senanayake, Vini Gautam, Saman K. Halgamuge
Robustness of Visualization Methods in Preserving the Continuous and Discrete Latent Structures of High-Dimensional Single-Cell Data. CIBCB (2021)
Rashindrie Perera, Tamasha Malepathirana, Yasasi Abeysinghe, Yumna Albar, Uthayasanker Thayasivam
Amalgamation of General and Domain Specific Word Embeddings for Improved Hierarchical Aspect Aggregation. ICSC (2019)
Tamasha Malepathirana, Rashindrie Perera, Yasasi Abeysinghe, Yumna Albar, Uthayasanker Thayasivam
Adaptation of Multivariate Concept to Multi-Way Agglomerative Clustering for Hierarchical Aspect Aggregation. FLAIRS Conference (2019)