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Saman K. Halgamuge

◀ ▶ joint publications with Tamasha Malepathirana

> Home > Persons > Saman K. Halgamuge

Publications

2024
[c58]
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  - conf/aaai/WuWMSOH24
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  - https://dblp.org/rec/conf/aaai/WuWMSOH24
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: 5994-6002
[i13]
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  - journals/corr/abs-2401-03104
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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 abs/2401.03104 (2024)
2023
[c56]
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  - conf/iccv/MalepathiranaSH23
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  - https://dblp.org/rec/conf/iccv/MalepathiranaSH23
Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge:
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. ICCV 2023: 11640-11650
[c55]
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  - conf/iccvw/SahaPSMRGSH23
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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: 415-425
[i10]
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  - journals/corr/abs-2305-06564
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  - https://dblp.org/rec/journals/corr/abs-2305-06564
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 abs/2305.06564 (2023)
[i9]
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  - journals/corr/abs-2308-09297
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Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge:
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. CoRR abs/2308.09297 (2023)
2022
[j70]
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  - journals/biosystems/MalepathiranaSV22
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Tamasha Malepathirana, Damith A. Senanayake, Rajith Vidanaarachchi, Vini Gautam, Saman K. Halgamuge:
Dimensionality reduction for visualizing high-dimensional biological data. Biosyst. 220: 104749 (2022)
[i6]
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  - journals/corr/abs-2211-16699
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  - https://dblp.org/rec/journals/corr/abs-2211-16699
Nisal Ranasinghe, A. Ramanan, S. Fernando, Pathima Nusrath Hameed, Damayanthi Herath, Tamasha Malepathirana, Ponnuthurai N. Suganthan, M. Niranjan, Saman K. Halgamuge:
Interpretability and accessibility of machine learning in selected food processing, agriculture and health applications. CoRR abs/2211.16699 (2022)
2021
[c54]
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  - conf/cibcb/MalepathiranaSG21
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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: 1-9

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