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11/02/2020
Highway Driving Dataset for Semantic Video Segmentation
Scene understanding is an essential technique in semantic segmentation. ...
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10/29/2020
Collaborative Method for Incremental Learning on Classification and Generation
Although well-trained deep neural networks have shown remarkable perform...
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12/04/2019
Adjusting Decision Boundary for Class Imbalanced Learning
Training of deep neural networks heavily depends on the data distributio...
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12/26/2018
Learning Not to Learn: Training Deep Neural Networks with Biased Data
We propose a novel regularization algorithm to train deep neural network...
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02/21/2017