Evolutionary Stochastic Policy Distillation

1 code implementation • 27 Apr 2020 • Hao Sun, Xinyu Pan, Bo Dai, Dahua Lin, Bolei Zhou

Solving the Goal-Conditioned Reward Sparse (GCRS) task is a challenging reinforcement learning problem due to the sparsity of reward signals.

Lifelong Learning via Progressive Distillation and Retrospection

no code implementations • ECCV 2018 • Saihui Hou, Xinyu Pan, Chen Change Loy, Zilei Wang, Dahua Lin

Lifelong learning aims at adapting a learned model to new tasks while retaining the knowledge gained earlier.

Knowledge Distillation

Quantization Mimic: Towards Very Tiny CNN for Object Detection

no code implementations • ECCV 2018 • Yi Wei, Xinyu Pan, Hongwei Qin, Wanli Ouyang, Junjie Yan

To the best of our knowledge, our method, called Quantization Mimic, is the first one focusing on very tiny networks.

Object object-detection +2