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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Optimization and Optimizers for Adversarial Robustness


Mar 23, 2023
Hengyue Liang, Buyun Liang, Le Peng, Ying Cui, Tim Mitchell, Ju Sun

Add code


   Access Paper or Ask Questions

Optimization for Robustness Evaluation beyond $\ell_p$ Metrics


Oct 02, 2022
Hengyue Liang, Buyun Liang, Ying Cui, Tim Mitchell, Ju Sun

Add code

* 5 pages, 1 figure, 3 tables, submitted to the 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023) and the 14th International OPT Workshop on Optimization for Machine Learning 

   Access Paper or Ask Questions

Early Stopping for Deep Image Prior


Dec 11, 2021
Hengkang Wang, Taihui Li, Zhong Zhuang, Tiancong Chen, Hengyue Liang, Ju Sun

Add code


   Access Paper or Ask Questions

Self-Validation: Early Stopping for Single-Instance Deep Generative Priors


Oct 23, 2021
Taihui Li, Zhong Zhuang, Hengyue Liang, Le Peng, Hengkang Wang, Ju Sun

Add code

* To appear in British Machine Vision Conference (BMVC) 2021 

   Access Paper or Ask Questions

Rethink Transfer Learning in Medical Image Classification


Jun 10, 2021
Le Peng, Hengyue Liang, Taihui Li, Ju Sun

Add code

* Under review for MICCAI 2021 

   Access Paper or Ask Questions

Attribute-Based Robotic Grasping with One-Grasp Adaptation


Apr 06, 2021
Yang Yang, Yuanhao Liu, Hengyue Liang, Xibai Lou, Changhyun Choi

Add code

* Accepted to the IEEE International Conference on Robotics and Automation (ICRA 2021). Project page: https://sites.google.com/umn.edu/attributes-grasping 

   Access Paper or Ask Questions

Knowledge Induced Deep Q-Network for a Slide-to-Wall Object Grasping


Oct 09, 2019
Hengyue Liang, Xibai Lou, Changhyun Choi

Add code

* Submitted to ICRA for review 

   Access Paper or Ask Questions

A Deep Learning Approach to Grasping the Invisible


Sep 11, 2019
Yang Yang, Hengyue Liang, Changhyun Choi

Add code

* Submitted to IEEE Robotics and Automation Letters for review. Project page: https://sites.google.com/umn.edu/grasping-invisible 

   Access Paper or Ask Questions