Real-Time Hand Gesture Recognition Using Temporal Muscle Activation Maps of Multi-Channel Semg Signals. - Ashwin De Silva; Malsha V. Perera; Kithmin Wickramasinghe; Asma M. Naim; Thilina Dulantha Lalitharatne; Simon Lind Kappel (ICASSP, 2020)

Low-cost Active Dry-Contact Surface EMG Sensor for Bionic Arms. - Asma M. Naim; Kithmin Wickramasinghe; Ashwin De Silva; Malsha V. Perera; Thilina Dulantha Lalitharatne; Simon Lind Kappel (SMC, 2020)

A Joint Convolutional and Spatial Quad-Directional LSTM Network for Phase Unwrapping. - Malsha V. Perera; Ashwin De Silva (ICASSP, 2021)

Towards Accurate Cross-Domain in-Bed Human Pose Estimation. - Mohamed Afham; Udith Haputhanthri; Jathurshan Pradeepkumar; Mithunjha Anandakumar; Ashwin De Silva; Chamira U. S. Edussooriya (ICASSP, 2022)

Out-of-distribution Detection Using Kernel Density Polytopes. - Jayanta Dey; Ashwin De Silva; Will LeVine; Jong M. Shin; Haoyin Xu; Ali Geisa; Tiffany Chu; Leyla Isik; Joshua T. Vogelstein (CoRR, 2022)

Prospective Learning: Principled Extrapolation to the Future. - Ashwin De Silva; Rahul Ramesh; Lyle H. Ungar; Marshall G. Hussain Shuler; Noah J. Cowan; Michael L. Platt; Chen Li; Leyla Isik; Seung-Eon Roh; Adam S. Charles; Archana Venkataraman; Brian Caffo; et al. (CoLLAs, 2023)

The Value of Out-of-Distribution Data. - Ashwin De Silva; Rahul Ramesh; Carey E. Priebe; Pratik Chaudhari; Joshua T. Vogelstein (ICML, 2023)

Approximately optimal domain adaptation with Fisher's Linear Discriminant Analysis. - Hayden S. Helm; Weiwei Yang 004; Ashwin De Silva; Joshua T. Vogelstein; Carey E. Priebe (CoRR, 2023)

Prospective Learning: Learning for a Dynamic Future. - Ashwin De Silva; Rahul Ramesh; Rubing Yang; Siyu Yu; Joshua T. Vogelstein; Pratik Chaudhari (NeurIPS, 2024)

Prospective Learning in Retrospect. - Yuxin Bai; Cecelia Shuai; Ashwin De Silva; Siyu Yu; Pratik Chaudhari; Joshua T. Vogelstein (AGI (1), 2025)

Simple Calibration via Geodesic Kernels. - Jayanta Dey; Haoyin Xu; Ashwin De Silva; Joshua T. Vogelstein (Trans. Mach. Learn. Res., 2025)