Multi-task self-supervised visual learning
We investigate methods for combining multiple self-supervised tasks-i.e., supervised tasks where data can be collected without manual labeling-in order to train a single visual representation. First, we provide an apples-to-apples comparison of four different self-supervised tasks using the very dee...
Príomhchruthaitheoirí: | Doersch, C, Zisserman, A |
---|---|
Formáid: | Conference item |
Foilsithe / Cruthaithe: |
IEEE Explore
2017
|
Míreanna comhchosúla
Míreanna comhchosúla
-
Self-supervised learning of audio-visual objects from video
de réir: Afouras, T, et al.
Foilsithe / Cruthaithe: (2020) -
Multi-Task Collaborative Network: Bridge the Supervised and Self-Supervised Learning for EEG Classification in RSVP Tasks
de réir: Hongxin Li, et al.
Foilsithe / Cruthaithe: (2024-01-01) -
Sim2real transfer learning for 3D human pose estimation: motion to the rescue
de réir: Doersch, C, et al.
Foilsithe / Cruthaithe: (2020) -
Self-supervised learning for spinal MRIs
de réir: Jamaludin, A, et al.
Foilsithe / Cruthaithe: (2017) -
Self-supervised multi-task representation learning for sequential medical images
de réir: Dong, N, et al.
Foilsithe / Cruthaithe: (2021)