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11/16/2021
Diversified Multi-prototype Representation for Semi-supervised Segmentation
This work considers semi-supervised segmentation as a dense prediction p...
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03/08/2021
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization
The scarcity of labeled data often impedes the application of deep learn...
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10/03/2019
Information based Deep Clustering: An experimental study
Recently, two methods have shown outstanding performance for clustering ...
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10/02/2019
Boosting Image Recognition with Non-differentiable Constraints
In this paper, we study the problem of image recognition with non-differ...
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08/15/2019
Discretely-constrained deep network for weakly supervised segmentation
An efficient strategy for weakly-supervised segmentation is to impose co...
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03/27/2019