6 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 6 cited
PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse
Einari Vaaras, Manu Airaksinen, Okko Räsänen
Self-supervised learning (SSL) is a data-driven learning approach that utilizes the innate structure of the data to guide the learning process. In contrast to supervised learning,…
eess.AS2020★ 2 cited
Zero-Shot Audio Classification with Factored Linear and Nonlinear Acoustic-Semantic Projections
Huang Xie, Okko Räsänen, Tuomas Virtanen
In this paper, we study zero-shot learning in audio classification through factored linear and nonlinear acoustic-semantic projections between audio instances and sound classes. Ze…
cs.CV2019★ 1 cited
Automatic Posture and Movement Tracking of Infants with Wearable Movement Sensors
Manu Airaksinen, Okko Räsänen, Elina Ilén +9
Infants' spontaneous and voluntary movements mirror developmental integrity of brain networks since they require coordinated activation of multiple sites in the central nervous sys…