Gavin Weiguang Ding

According to our database, Gavin Weiguang Ding authored at least 20 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

LF-UNet - A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images.

Da Ma, Donghuan Lu, Shuo Chen, Morgan Heisler, Setareh Dabiri, Sieun Lee, Hyunwoo Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg

Comput. Medical Imaging Graph., 2021

2020

CDT: Cascading Decision Trees for Explainable Reinforcement Learning.

Zihan Ding, Pablo Hernandez-Leal, Gavin Weiguang Ding, Changjian Li, Ruitong Huang

CoRR, 2020

Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map.

Da Ma, Donghuan Lu, Morgan Heisler, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

MMA Training: Direct Input Space Margin Maximization through Adversarial Training.

Gavin Weiguang Ding, Yash Sharma, Kry Yik Chau Lui, Ruitong Huang

Proceedings of the 8th International Conference on Learning Representations, 2020

On Minimax Optimality of GANs for Robust Mean Estimation.

Kaiwen Wu, Gavin Weiguang Ding, Ruitong Huang, Yaoliang Yu

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network.

Donghuan Lu, Morgan Heisler, Sieun Lee, Gavin Weiguang Ding, Eduardo Navajas, Marinko V. Sarunic, Mirza Faisal Beg

Medical Image Anal., 2019

Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence.

Donghuan Lu, Morgan Heisler, Da Ma, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg

CoRR, 2019

advertorch v0.1: An Adversarial Robustness Toolbox based on PyTorch.

Gavin Weiguang Ding, Luyu Wang, Xiaomeng Jin

CoRR, 2019

On the Effectiveness of Low Frequency Perturbations.

Yash Sharma, Gavin Weiguang Ding, Marcus A. Brubaker

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

On the Sensitivity of Adversarial Robustness to Input Data Distributions.

Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Multiscale deep neural network based analysis of FDG-PET images for the early diagnosis of Alzheimer's disease.

Donghuan Lu, Karteek Popuri, Gavin Weiguang Ding, Rakesh Balachandar, Mirza Faisal Beg

Medical Image Anal., 2018

Max-Margin Adversarial (MMA) Training: Direct Input Space Margin Maximization through Adversarial Training.

Gavin Weiguang Ding, Yash Sharma, Kry Yik Chau Lui, Ruitong Huang

CoRR, 2018

Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds.

Kry Yik Chau Lui, Gavin Weiguang Ding, Ruitong Huang, Robert J. McCann

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Improving GAN Training via Binarized Representation Entropy (BRE) Regularization.

Yanshuai Cao, Gavin Weiguang Ding, Kry Yik-Chau Lui, Ruitong Huang

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images.

Donghuan Lu, Karteek Popuri, Gavin Weiguang Ding, Rakesh Balachandar, Mirza Faisal Beg

CoRR, 2017

Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network.

Donghuan Lu, Morgan Heisler, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg

CoRR, 2017

Multiple instance learning for age-related macular degeneration diagnosis in optical coherence tomography images.

Donghuan Lu, Gavin Weiguang Ding, Andrew B. Merkur, Marinko V. Sarunic, Mirza Faisal Beg

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2014

Automatic Cycle Averaging for Denoising Approximately Periodic Spatiotemporal Signals.

Gavin Weiguang Ding, Eric Lin, Amanda Ribeiro, Marinko V. Sarunic, Glen F. Tibbits, Mirza Faisal Beg

IEEE Trans. Medical Imaging, 2014

2013

Automatic detection of subretinal fluid and sub-retinal pigment epithelium fluid in optical coherence tomography images.

Gavin Weiguang Ding, Mei Young, Serge Bourgault, Sieun Lee, David A. Albiani, Andrew W. Kirker, Farzin Forooghian, Marinko V. Sarunic, Andrew B. Merkur, Mirza Faisal Beg

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

On identification of sinoatrial node in zebrafish heart based on functional time series from optical mapping.

Gavin Weiguang Ding, Eric Lin, Amanda Ribeiro, Marinko V. Sarunic, Glen F. Tibbits, Mirza Faisal Beg

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013