1. Ilya Loshchilov and Frank Hutter. Online batch selection for faster training of neural networks. CoRR abs/1511.06343 2015. Ilya Loshchilov and Frank Hutter. Online batch selection for faster training of neural networks. CoRR abs/1511.06343 2015.
2. Haw-Shiuan Chang Erik G. Learned-Miller and Andrew McCallum. Active bias: Training more accurate neural networks by emphasizing high variance samples. In Isabelle Guyon Ulrike von Luxburg Samy Bengio Hanna M. Wallach Rob Fergus S. V. N. Vishwanathan and Roman Garnett editors Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017 4-9 December 2017 Long Beach CA USA pages 1003--1013 2017. Haw-Shiuan Chang Erik G. Learned-Miller and Andrew McCallum. Active bias: Training more accurate neural networks by emphasizing high variance samples. In Isabelle Guyon Ulrike von Luxburg Samy Bengio Hanna M. Wallach Rob Fergus S. V. N. Vishwanathan and Roman Garnett editors Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017 4-9 December 2017 Long Beach CA USA pages 1003--1013 2017.
3. Curriculum learning
4. Alex Graves Marc G. Bellemare Jacob Menick Rémi Munos and Koray Kavukcuoglu. Automated curriculum learning for neural networks. CoRR abs/1704.03003 2017. Alex Graves Marc G. Bellemare Jacob Menick Rémi Munos and Koray Kavukcuoglu. Automated curriculum learning for neural networks. CoRR abs/1704.03003 2017.
5. Training Region-Based Object Detectors with Online Hard Example Mining