Ashwin De Silva

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 12

Top Topics

Domain Adaptation

Human Pose Estimation

Phase Unwrapping

Linear Discriminant

Top Venues

Publications

Ashwin De Silva, Rahul Ramesh, Carey E. Priebe, Pratik Chaudhari, Joshua T. Vogelstein
The Value of Out-of-Distribution Data. ICML (2023)
Hayden S. Helm, Weiwei Yang, Ashwin De Silva, Joshua T. Vogelstein, Carey E. Priebe
Approximately optimal domain adaptation with Fisher's Linear Discriminant Analysis. CoRR (2023)
Ashwin De Silva, Rahul Ramesh, Lyle H. Ungar, Marshall G. Hussain Shuler, Noah J. Cowan, Michael Platt, Chen Li, Leyla Isik, Seung-Eon Roh, Adam Charles, Archana Venkataraman, Brian Caffo, Javier J. How, Justus M. Kebschull, John W. Krakauer, Maxim Bichuch, Kaleab Alemayehu Kinfu, Eva Yezerets, Dinesh Jayaraman, Jong M. Shin, Soledad Villar, Ian Phillips, Carey E. Priebe, Thomas Hartung, Michael I. Miller, Jayanta Dey, Ningyuan Huang, Eric Eaton, Ralph Etienne-Cummings, Elizabeth L. Ogburn, Randal C. Burns, Onyema Osuagwu, Brett Mensh, Alysson R. Muotri, Julia Brown, Chris White, Weiwei Yang, Andrei A. Rusu, Timothy D. Verstynen, Konrad P. Kording, Pratik Chaudhari, Joshua T. Vogelstein
Prospective Learning: Principled Extrapolation to the Future. CoLLAs (2023)
Jayanta Dey, Ashwin De Silva, Will LeVine, Jong M. Shin, Haoyin Xu, Ali Geisa, Tiffany Chu, Leyla Isik, Joshua T. Vogelstein
Out-of-distribution Detection Using Kernel Density Polytopes. CoRR (2022)
Mohamed Afham, Udith Haputhanthri, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ashwin De Silva, Chamira U. S. Edussooriya
Towards Accurate Cross-Domain in-Bed Human Pose Estimation. ICASSP (2022)
Ashwin De Silva, Rahul Ramesh, Carey E. Priebe, Pratik Chaudhari, Joshua T. Vogelstein
The Value of Out-of-Distribution Data. CoRR (2022)
Malsha V. Perera, Ashwin De Silva
A Joint Convolutional and Spatial Quad-Directional LSTM Network for Phase Unwrapping. ICASSP (2021)
Mohamed Afham, Udith Haputhanthri, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ashwin De Silva, Chamira U. S. Edussooriya
Towards Accurate Cross-Domain In-Bed Human Pose Estimation. CoRR (2021)
Asma M. Naim, Kithmin Wickramasinghe, Ashwin De Silva, Malsha V. Perera, Thilina Dulantha Lalitharatne, Simon Lind Kappel
Low-cost Active Dry-Contact Surface EMG Sensor for Bionic Arms. SMC (2020)
Asma M. Naim, Kithmin Wickramasinghe, Ashwin De Silva, Malsha V. Perera, Thilina Dulantha Lalitharatne, Simon Lind Kappel
Low-cost Active Dry-Contact Surface EMG Sensor for Bionic Arms. CoRR (2020)
Malsha V. Perera, Ashwin De Silva
A Joint Convolutional and Spatial Quad-Directional LSTM Network for Phase Unwrapping. CoRR (2020)
Ashwin De Silva, Malsha V. Perera, Kithmin Wickramasinghe, Asma M. Naim, Thilina Dulantha Lalitharatne, Simon Lind Kappel
Real-Time Hand Gesture Recognition Using Temporal Muscle Activation Maps of Multi-Channel Semg Signals. ICASSP (2020)