[ICCV 2023] Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning
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Aug 15, 2023 - Python
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label-efficient
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[TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
deep-learning evaluation representation-learning unsupervised-learning sleep-staging self-supervised-learning contrastive-learning sleep-stage-classification pretext-task label-efficient
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Sep 19, 2023 - Python
[ICCV 2023] Label-Efficient Online Continual Object Detection in Streaming Video
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Jan 8, 2024 - Python
[NAACL 2022] This is the code repo for our paper `ACTUNE: Uncertainty-based Active Self-Training for Active Fine-Tuning of Pretrained Language Models'.
weak-supervision uncertainty active-learning weakly-supervised-learning bert-fine-tuning label-efficient semi-supervised-active-learning
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Nov 16, 2022 - Python
TensorFlow re-implementation of SQN for weakly supervised segmentation on point clouds.
tensorflow point-clouds re-implementation weakly-supervised-segmentation label-efficient weakly-semantic-segmentation
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Nov 5, 2021 - Python
Official page of the paper: "IS IN-DOMAIN DATA BENEFICIAL IN TRANSFER LEARNING FOR LANDMARKS DETECTION IN X-RAY IMAGES?"
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Nov 16, 2024 - JavaScript
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