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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Adversarially Robust and Explainable Model Compression with On-Device Personalization for Text Classification



Yao Qiang , Supriya Tumkur Suresh Kumar , Marco Brocanelli , Dongxiao Zhu

* 8 pages, 4 figures 

   Access Paper or Ask Questions

Adversarially robust and explainable model compression with on-device personalization for NLP applications



Yao Qiang , Supriya Tumkur Suresh Kumar , Marco Brocanelli , Dongxiao Zhu

* Need to improve the paper 

   Access Paper or Ask Questions

Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints



Xin Li , Xiangrui Li , Deng Pan , Dongxiao Zhu

* To appear in the proceedings of Thirty-Five AAAI Conference on Artificial Intelligence (AAAI-21) 

   Access Paper or Ask Questions

Explainable Recommendation via Interpretable Feature Mapping and Evaluation of Explainability



Deng Pan , Xiangrui Li , Xin Li , Dongxiao Zhu

* IJCAI 2020, pages 2690-2696 
* Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI) 

   Access Paper or Ask Questions

Defending against adversarial attacks on medical imaging AI system, classification or detection?



Xin Li , Deng Pan , Dongxiao Zhu


   Access Paper or Ask Questions

COVID-MobileXpert: On-Device COVID-19 Screening using Snapshots of Chest X-Ray



Xin Li , Chengyin Li , Dongxiao Zhu

* COVID-19, CoVid-19, SARS-CoV-2, on-device machine learning, Chest X-Ray (CXR) 

   Access Paper or Ask Questions

Toward Tag-free Aspect Based Sentiment Analysis: A Multiple Attention Network Approach



Yao Qiang , Xin Li , Dongxiao Zhu

* to appear in the proceedings of IJCNN'20 

   Access Paper or Ask Questions

On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks



Xiangrui Li , Xin Li , Deng Pan , Dongxiao Zhu

* AAAI2020. Previously this appeared as arXiv:1906.04026v2, which was submitted as a replacement by accident 

   Access Paper or Ask Questions

Improve SGD Training via Aligning Mini-batches



Xiangrui Li , Deng Pan , Xin Li , Dongxiao Zhu


   Access Paper or Ask Questions

Improve SGD Training via Aligning Min-batches



Xiangrui Li , Deng Pan , Xin Li , Dongxiao Zhu


   Access Paper or Ask Questions

1
2
3
>>