Ashwin De Silva

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Malsha PereraPhD Student, Johns Hopkins UniversityVerified email at jhu.edu
Joshua T. VogelsteinDept of Biomedical Engineering, Johns Hopkins UniversityVerified email at jhu.edu
Simon Lind KappelDepartment of Electrical and Computer Engineering, Aarhus University, Denmark.Verified email at ece.au.dk
Carey E. PriebeProfessor of Applied Mathematics and Statistics, Johns Hopkins UniversityVerified email at jhu.edu
Mohamed AfhamTechnical University of DarmstadtVerified email at stud.tu-darmstadt.de
Rahul RameshUniversity of PennsylvaniaVerified email at seas.upenn.edu
Chamira U. S. EdussooriyaUniversity of MoratuwaVerified email at uom.lk
Pratik ChaudhariUniversity of PennsylvaniaVerified email at seas.upenn.edu
Nuwan Dayananda NanayakkaraUniversity of Moratuwa, Moratuwa, Sri LankaVerified email at uom.lk

Ashwin De Silva

PhD Student, Johns Hopkins University

Verified email at jhu.edu - Homepage

Deep Learning Machine Learning Computer Vision Statistics


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A joint convolutional and spatial quad-directional LSTM network for phase unwrapping MV Perera, A De Silva ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021	17	2021
Real-time hand gesture recognition Using temporal muscle activation maps of multi-channel sEMG signals A De Silva, MV Perera, K Wickramasinghe, AM Naim, TD Lalitharatne, ... ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020	11	2020
Low-cost active dry-contact surface emg sensor for bionic arms AM Naim, K Wickramasinghe, A De Silva, MV Perera, TD Lalitharatne, ... 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020	10	2020
The value of out-of-distribution data A De Silva, R Ramesh, C Priebe, P Chaudhari, JT Vogelstein International Conference on Machine Learning, 7366-7389, 2023	9	2023
Towards accurate cross-domain in-bed human pose estimation M Afham, U Haputhanthri, J Pradeepkumar, M Anandakumar, A De Silva, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022	9	2022
Prospective Learning: Principled Extrapolation to the Future A De Silva, R Ramesh, L Ungar, M Hussain Shuler, NJ Cowan, M Platt, ... Conference on Lifelong Learning Agents (CoLLAs) 2023, arXiv: 2201.07372, 2022	7*	2022
Approximately Optimal Domain Adaptation with Fisher’s Linear Discriminant H Helm, A de Silva, JT Vogelstein, CE Priebe, W Yang Mathematics 12 (5), 746, 2024	2*	2024
Deep Discriminative to Kernel Density Graph for In-and Out-of-distribution Calibrated Inference J Dey, W LeVine, A De Silva, H Xu, TM Tomita, A Geisa, J Desman, ... arXiv preprint arXiv:2201.13001, 2022	2*	2022
A thickness sensitive vessel extraction framework for retinal and conjunctival vascular tortuosity analysis A De Silva, MV Perera, N Wijethilake, S Jayasinghe, ND Nanayakkara, ... arXiv preprint arXiv:2101.00435, 2021	2	2021

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