no code implementations • 25 Sep 2019 • Zuyuan Zhong, Chen Liu, Yanwei Fu, Yuan YAO
Network structures are important to learning good representations of many tasks in computer vision and machine learning communities.
1 code implementation • 23 May 2019 • Yanwei Fu, Chen Liu, Donghao Li, Zuyuan Zhong, Xinwei Sun, Jinshan Zeng, Yuan YAO
To fill in this gap, this paper proposes a new approach based on differential inclusions of inverse scale spaces, which generate a family of models from simple to complex ones along the dynamics via coupling a pair of parameters, such that over-parameterized deep models and their structural sparsity can be explored simultaneously.