Concepedia

Sameera Ramasinghe

SR

4

Publications

129

Citations

4

H-Index

2020

Active since

Affiliations

The University of Adelaide(Current)

Data61

Australian National University

Sameera Ramasinghe is an author at The University of Adelaide specializing in engineering, image analysis, and deep learning.

Top concepts

EngineeringImage AnalysisData ScienceDeep LearningMachine VisionComputer VisionComputer ScienceMachine LearningPattern RecognitionLanguage

Publications per year

2020–2022

4

Publications

4

Synthesized Feature based Few-Shot Class-Incremental Learning on a Mixture of Subspaces

Ali Cheraghian, Shafin Rahman, Sameera Ramasinghe et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 63 citations

Few-shot Learning, Incremental Learning, Multiple Instance Learning +17

Rethinking Positional Encoding

Jianqiao Zheng, Sameera Ramasinghe, Simon Lucey · arXiv (Cornell University) · 2021 · 30 citations · Full text

Engineering, Neurolinguistics, Coordinate Positions +22

Spectral-GANs for High-Resolution 3D Point-cloud Generation

Sameera Ramasinghe, Salman Khan, Nick Barnes et al. · 2020 · 26 citations

Gan Model, Engineering, Machine Learning +19

Enabling Equivariance for Arbitrary Lie Groups

Lachlan Ewen MacDonald, Sameera Ramasinghe, Simon Lucey · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 10 citations

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