Publications by authors named "Ari Blau"
Article Synopsis
- Action segmentation involves labeling each frame in behavioral videos, essential for studying animal behavior across various species.
- A variety of algorithms, including supervised, unsupervised, and semi-supervised learning methods, are evaluated for their effectiveness in identifying discrete animal behaviors.
- The study introduces a new semi-supervised model, finding that fully supervised temporal convolutional networks, enhanced with temporal information, yield the highest performance on supervised metrics across different datasets.
