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06/03/2020
Interpolation-based semi-supervised learning for object detection
Despite the data labeling cost for the object detection tasks being subs...
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02/17/2020
Class-Imbalanced Semi-Supervised Learning
Semi-Supervised Learning (SSL) has achieved great success in overcoming ...
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04/19/2019
Feature Fusion for Online Mutual Knowledge Distillation
We propose a learning framework named Feature Fusion Learning (FFL) that...
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04/15/2019
Disentangling Options with Hellinger Distance Regularizer
In reinforcement learning (RL), temporal abstraction still remains as an...
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03/13/2019
Task-oriented Design through Deep Reinforcement Learning
We propose a new low-cost machine-learning-based methodology which assis...
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11/11/2018