# Connectionist temporal modeling for weakly supervised action labeling ###### tags : `action-segmentation` `weakly-supervised` ## :cat: Paper Info Conference : ECCV 2016 Year : Paper : [PDF](https://arxiv.org/pdf/1607.08584.pdf) Total Citation(Recent) : Refs : <br> ## :palm_tree: Abstract Weakly-supervised action segmentationに関する初期の論文。Sequenc Learningに使われているCTC LossとFrame Similarity を組み合わせた手法。 <br> ## :fireworks: Method ↓Sequence Learning におけるCTC Loss ![image](https://user-images.githubusercontent.com/38309191/123053620-0cefc380-d43f-11eb-91cf-c406dd47d335.png) ![image](https://user-images.githubusercontent.com/38309191/123053791-39a3db00-d43f-11eb-8cdc-484db2c9c17d.png) <br> ## :bar_chart: Results ![image](https://user-images.githubusercontent.com/38309191/123053812-3f99bc00-d43f-11eb-9fe1-95b6565c1a36.png) <br> ## :ledger: Memo - Weaklyな手法の提案 - Semi-supervisedによる精度の向上を確認 <br>