Papers Semi-Supervised Video Classification
“Semi-Supervised Video Classification” 태그가 달린 논문 3편 · 필터 해제
Iterative Contrast-Classify For Semi-supervised Temporal Action Segmentation
2021-12-02
· Dipika Singhania, Rahul Rahaman, Angela Yao
Temporal action segmentation classifies the action of each frame in (long) video sequences. Due to the high cost of frame-wise labeling, we propose the first semi-supervised method for temporal action segmentation. Our m…
Action SegmentationRepresentation LearningSegmentationSemi-Supervised Video Classification+1In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning
2021-01-15 · ICLR 2021 1
· Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah
The recent research in semi-supervised learning (SSL) is mostly dominated by consistency regularization based methods which achieve strong performance. However, they heavily rely on domain-specific data augmentations, wh…
Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATIONPseudo LabelSemi-Supervised Image Classification+2Iterative weak/self-supervised classification framework for abnormal events detection
2021-01-03
· Bruno Degardin, Hugo Proença
The detection of abnormal events in surveillance footage remains a challenge and has been the scope of various research works. Having observed that the state-of-the-art performance is still unsatisfactory, this paper pro…
Abnormal Event Detection In VideoAnomaly DetectionAnomaly Detection In Surveillance VideosClassification+7
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