Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification

Oct 11, 2020
Yulin Wang, Kangchen Lv, Rui Huang, Shiji Song, Le Yang, Gao Huang

* Accepted by NeurIPS 2020 

  Access Paper or Ask Questions

Regularizing Deep Networks with Semantic Data Augmentation

Jul 22, 2020
Yulin Wang, Gao Huang, Shiji Song, Xuran Pan, Yitong Xia, Cheng Wu

* Journal version of arXiv:1909.12220. Code is available at https://github.com/blackfeather-wang/ISDA-for-Deep-Networks 

  Access Paper or Ask Questions

Meta-Semi: A Meta-learning Approach for Semi-supervised Learning

Jul 05, 2020
Yulin Wang, Jiayi Guo, Shiji Song, Gao Huang


  Access Paper or Ask Questions

Resolution Adaptive Networks for Efficient Inference

Mar 24, 2020
Le Yang, Yizeng Han, Xi Chen, Shiji Song, Jifeng Dai, Gao Huang

* CVPR 2020 

  Access Paper or Ask Questions

Self-Supervised Discovering of Causal Features: Towards Interpretable Reinforcement Learning

Mar 21, 2020
Wenjie Shi, Shiji Song, Zhuoyuan Wang, Gao Huang


  Access Paper or Ask Questions

Smart Train Operation Algorithms based on Expert Knowledge and Reinforcement Learning

Mar 06, 2020
Rui Zhou, Shiji Song, Anke Xue, Keyou You, Hu Wu


  Access Paper or Ask Questions

A selected review on reinforcement learning based control for autonomous underwater vehicles

Nov 27, 2019
Yachu Hsu, Hui Wu, Keyou You, Shiji Song


  Access Paper or Ask Questions

Implicit Semantic Data Augmentation for Deep Networks

Sep 27, 2019
Yulin Wang, Xuran Pan, Shiji Song, Hong Zhang, Cheng Wu, Gao Huang

* Accepted by NeurIPS 2019 

  Access Paper or Ask Questions

Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning

Sep 07, 2019
Wenjie Shi, Shiji Song, Hui Wu, Ya-Chu Hsu, Cheng Wu, Gao Huang

* 33rd Conference on Neural Information Processing Systems (NeurIPS 2019) 

  Access Paper or Ask Questions

Multi Pseudo Q-learning Based Deterministic Policy Gradient for Tracking Control of Autonomous Underwater Vehicles

Sep 07, 2019
Wenjie Shi, Shiji Song, Cheng Wu, C. L. Philip Chen

* IEEE Transactions on Neural Networks and Learning Systems 

  Access Paper or Ask Questions

Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning

Sep 07, 2019
Wenjie Shi, Shiji Song, Cheng Wu

* to be published in Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19) 

  Access Paper or Ask Questions

Depth Control of Model-Free AUVs via Reinforcement Learning

Nov 22, 2017
Hui Wu, Shiji Song, Keyou You, Cheng Wu


  Access Paper or Ask Questions

3-D Velocity Regulation for Nonholonomic Source Seeking Without Position Measurement

Apr 24, 2015
Jinbiao Lin, Shiji Song, Keyou You, Cheng Wu

* submitted to IEEE TCST;12 pages, 10 figures 

  Access Paper or Ask Questions

A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing

Sep 06, 2014
Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen

* 10 pages 

  Access Paper or Ask Questions