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

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Ziheng Wang

Global Convergence of the ODE Limit for Online Actor-Critic Algorithms in Reinforcement Learning

Aug 19, 2021
Ziheng Wang, Justin Sirignano

  Access Paper or Ask Questions

Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge

Feb 26, 2021
Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Ziheng Wang, Satoshi Kondo, Emanuele Colleoni, Beatrice van Amsterdam, Razeen Hussain, Raabid Hussain, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony Jarc

* Results from SurgVisDom 2020 challenge held at MICCAI 2020 

  Access Paper or Ask Questions

SparseDNN: Fast Sparse Deep Learning Inference on CPUs

Jan 28, 2021
Ziheng Wang

  Access Paper or Ask Questions

SparseRT: Accelerating Unstructured Sparsity on GPUs for Deep Learning Inference

Aug 26, 2020
Ziheng Wang

* Accepted for publication at PACT 2020 

  Access Paper or Ask Questions

Structured Pruning of Large Language Models

Oct 10, 2019
Ziheng Wang, Jeremy Wohlwend, Tao Lei

  Access Paper or Ask Questions

Accelerated CNN Training Through Gradient Approximation

Aug 15, 2019
Ziheng Wang, Sree Harsha Nelaturu

* An abridged version was presented at EMC^2 : Workshop On Energy Efficient Machine Learning And Cognitive Computing For Embedded Applications at ISCA 2019 

  Access Paper or Ask Questions

Transferrable Operative Difficulty Assessment in Robot-assisted Teleoperation: A Domain Adaptation Approach

Jun 12, 2019
Ziheng Wang, Cong Feng, Jie Zhang, Ann Majewicz Fey

* Submitted to IEEE Transactions of Haptics. Under Review 

  Access Paper or Ask Questions

Deep Learning with Convolutional Neural Network for Objective Skill Evaluation in Robot-assisted Surgery

Mar 07, 2019
Ziheng Wang, Ann Majewicz Fey

* 2018 International Journal of Computer Assisted Radiology and Surgery 
* Manuscript published. For reference, see 

  Access Paper or Ask Questions

SATR-DL: Improving Surgical Skill Assessment and Task Recognition in Robot-assisted Surgery with Deep Neural Networks

Jun 15, 2018
Ziheng Wang, Ann Majewicz Fey

  Access Paper or Ask Questions

A Generative Restricted Boltzmann Machine Based Method for High-Dimensional Motion Data Modeling

Oct 21, 2017
Siqi Nie, Ziheng Wang, Qiang Ji

* Computer Vision and Image Understanding 136 (2015): 14-22 

  Access Paper or Ask Questions

A Hierarchical Probabilistic Model for Facial Feature Detection

Sep 18, 2017
Yue Wu, Ziheng Wang, Qiang Ji

* IEEE Conference on Computer Vision and Pattern Recognition, 2014 

  Access Paper or Ask Questions